Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/12922#issuecomment-218007939
  
    I wonder whether we should merge this into Spark 2.0 since we already 
passed the feature freeze deadline and the only pending items are linear 
algebra issues.
    
    If we want to merge it into Spark 2.1, this conflicts with our decision on 
switching `spark.mllib` package into maintenance mode after 2.0. A better 
approach seems to be porting over existing binary classification metrics to 
`spark.ml` and adding this feature to it.


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