Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/2607#issuecomment-58231643
  
    @manishamde  About the 2 caching options, I agree with your decision to do 
(1) first.  It would be nice to try (2) later on (another PR?), but I don't 
think it is too high-priority.  Perhaps we can eventually have learning algs 
provide convertDatasetToInternalFormat() and predictUsingInternalFormat() 
methods (with less verbose names), once the standard API is in place.


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