Github user varadharajan commented on the pull request:

    https://github.com/apache/spark/pull/2894#issuecomment-62259256
  
    @jkbradley Makes sense. I've updated the warnings, please let me know if 
wordings can be improved. Also i just noticed that pyspark classification model 
does not have LR-LBFGS implementation. I'll probably create a new issue and 
work on it.


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