Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/2332#issuecomment-55019741
  
    @chouqin   Thanks for this update---it will be great to have these 2 
options supported.  My comments are mostly about simplifying the code: removing 
Predict and Split.noSplit, and the related simplifications.  We will not save 
much computation by avoiding calculating predictions.  However, we will 
definitely save a lot of computation by supporting these 2 options to allow 
early stopping on some datasets!


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