Github user WeichenXu123 commented on the issue:

    https://github.com/apache/spark/pull/15435
  
    @sethah @jkbradley 
    
    Now I am considering elemating the `probabilityToPredictionUDF`,
    There are some fussy problems about the `predictionCol` and the summary 
class hierarchy....
    
    currently, the base interface `LogisticRegressionSummary` do not have the 
member `predictionCol`, which is needed in `MLOR summary`.
    if I add the `predictionCol` into the base interface 
`LogisticRegressionSummary` then `BinaryLogisticRegressionTrainingSummary` will 
also need to be modified, it seems break API compatibility, should we avoid 
such thing ?
    
    And, whether should we make `BinaryLogisticRegressionTrainingSummary` be 
the subclass of MLOR summary ? I would like let @jkbradley decide it.
    
    
    



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