Github user BryanCutler commented on the issue:

    https://github.com/apache/spark/pull/14653
  
    @evanyc15 it looks good in general.
    
    I think the doctests you have here would be better suited as unit tests 
because it's not an area normal users would care about and it could reduce code 
duplication
    
    It might also be easier for others to review this PR if you picked a single 
estimator/model and demonstrated this change once to get feedback before 
applying it everywhere.


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