Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/4906#issuecomment-84443435
  
    When ```y * w' * x``` (including multiplying by the -1/+1 label y) is very 
large, the contribution is close to zero.
    
    It might be good to wait for the internal optimization.  Thanks!
    
    I'll ping you on the PR once I update it again.


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