Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/5055#issuecomment-89408727
  
    After speaking with @mengxr we might want to make some hard decisions about 
changing behaviors and hiding feature scaling.  I noted them here: 
[https://issues.apache.org/jira/browse/SPARK-6683]



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