Github user MechCoder commented on the pull request:

    https://github.com/apache/spark/pull/7538#issuecomment-125698751
  
    Oh, by refactoring I had meant the `ModelSummary` trait which can be 
inherited by these. Also the question about exposing the `numBins parameter` . 
It might be good to have a setBins parameter in the future so that the user can 
reuse the instance of `BinaryClassificationMetrics` and we can wrap it around 
here.


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