Github user MLnick commented on the issue:

    https://github.com/apache/spark/pull/17090
  
    As for the API - I'm ok with having the "user-facing" version differ from 
the `transform` version. Though it may lead to some confusion. In this case, 
it's probably best to have `transform` only work for the cross-validation / 
evaluator setting and to make it clear in future how it all works and fits 
together, with appropriate doc, user guide and examples.


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