Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/2332#issuecomment-55054562
  
    @chouqin  Thanks for your responses.  I think you've convinced me that 
Predict is reasonable, since it is a different concept from info gain.  Could 
you please make it private[tree] though?
    
    Clarification for 1.: By "array of bins," do you mean the array of classes 
to calculate the prediction (for classification)?  Unless there are a very 
large number of classes, I do not think the savings will be that much.
    
    Thanks!


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