Github user holdenk commented on the issue:

    https://github.com/apache/spark/pull/15881
  
    Thanks for taking this on :) I did a quick skim and these all look pretty 
reasonable (in some cases we are directly calling an old mllib algorithm which 
would do the validation at training time and the values seem to line up).


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