Github user imatiach-msft commented on the issue:

    https://github.com/apache/spark/pull/16441
  
    Thanks, I've updated the PR based on your comment.  The only disadvantage 
to the current code is that I do the probability computation within the 
classifier, but it seems like it should be moved to the LogLoss.scala class.  
However, it's not a problem right now because GBTClassifier only uses logistic 
loss, and other learners would have to be modified in a similar way as well 
probably.


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