Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/8546#issuecomment-140283221
  
    @HuJiayin Could you add a description to the PR title? The  JIRA number 
doesn't describe the content. For the implementation, maybe we can avoid 
duplicating code. How about not caching the cost RDD if the number of features 
is small? It should be able to reduce the storage overhead, but it might be 
slower than before.


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