Github user srowen commented on the pull request:

    https://github.com/apache/spark/pull/5055#issuecomment-82264438
  
    It looks reasonable, but this then forces feature scaling, which sort of 
changes behavior.
    Hm, can this class just be made instantiable so that people can set this as 
they like? I don't know if there's a good reason that its constructor was made 
`private`. @jkbradley


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