Github user JoshRosen commented on the issue:

    https://github.com/apache/spark/pull/15571
  
    I'm not super familiar with MLlib, but are the existing `Params` subclasses 
intended to be subclassed by code which lives outside of Spark? If not, then I 
think we should be okay in terms of compatibility.


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