Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/1950#issuecomment-52348148
  
    @chouqin @manishamde @mengxr  Hopefully is good now.  Thanks again!  By the 
way, I tested this on spark-perf on small tests and got small speedups (2x), 
but that was before the persist() change.  Am running larger tests now.  Also, 
I compared learning with scikit-learn on a few real datasets to make sure the 
learning algs behave similarly; they get similar accuracy and tree structures.


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