Github user XD-DENG commented on the pull request:

    https://github.com/apache/spark/pull/10434#issuecomment-166644803
  
    Hi Owen, thanks for clarification. 
    
    Sure, understood. 
    
    I proposed this PR as I was a little bit confused myself given train/test 
split should be a fundamental step when doing regression. It's okay surely if 
you only set it for showing metrics evaluating.


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