Github user jkbradley commented on the issue:

    https://github.com/apache/spark/pull/16169
  
    I don't really see the harm in letting users specify probabilityCol 
beforehand, except that they may not have a good way to map the indices to 
String labels.  I'm OK with removing it for now though.


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