Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/3062#issuecomment-96778091
  
    @selvinsource Thanks for testing! If the threshold is set to none, I think 
we should use 0.5 for logistic regression and 0.0 for SVM, maybe with warning 
log messages. Your proposal on how to set the intercept for NO in logistic 
regression looks good to me. Please remember to handle the extreme case (when 
threshold = 1.0 or 0.0).


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