Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/9614#issuecomment-169110930
  
    @avulanov Thanks that makes sense.
    
    @hhbyyh I'd agree with not creating a new optimizer every time, if this 
were a public API.  Is there a real need for it to be public currently?
    
    Eventually, it'd be nice to have it public and have it follow the same 
logic as GLM optimizers.  But perhaps we can skip this for now?


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