Github user karlhigley commented on the pull request:

    https://github.com/apache/spark/pull/1269#issuecomment-66309244
  
    Re:
    > (2) Regular and Robust in the same class
    >It's possible to implement, but I don't want to turn class hierarchy 
inside out. It just violates OOP principles. That's like a car inheriting from 
SUV.
    
    In an OO world, this might lead to an abstract base class (e.g. vehicle, 
which both car and SUV inherit from).  Maybe the same thing applies here?  That 
would provide a way to apply this suggestion:
    
    >Would it work to have the regular parameters inherit from the robust, 
where the regular would override certain behavior to effectively fix the value 
of the noise?
    
    ...and still maintain a sensible class hierarchy.


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