Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/3099#issuecomment-62299039
  
    @shivaram 
    >  IMHO it would be good to have the developer API updates as well and test 
a couple of more pipelines before we push this out.
    
    I'll try to get a branch based on this PR ready next week for feedback.  
Not sure if we want to do a mega-PR though; hopefully it can be kept as a 
separate follow-up.
    
    > Also I am not sure I fully understand the difference between the User API 
and the Developer API
    
    These are loose terms; part of the "Developer" API will actually be public. 
 E.g., Classifier will be public since it will be needed for the boosting API.  
But most users won't have to worry about these abstract classes, and the 
classes will include some private[ml] methods to make developers' lives easier.


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