srowen commented on pull request #32813:
URL: https://github.com/apache/spark/pull/32813#issuecomment-857563489


   We could take that in two steps. First step: expose the true/false parameter 
and document (yes this is a better way to say it) that you only want this 
turned on if you only care about the prediction class.
   
   Later if I/we can figure out how to fix this to narrow the pruning, then 
maybe some other means of exposing a third possibility, but will depend on 
whether changing the API is worth it to keep the current behavior, or just 
'fix' the current behavior to always do the more conservative, correct pruning.


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