huaxingao commented on pull request #28590:
URL: https://github.com/apache/spark/pull/28590#issuecomment-632246256


   > Is there any way to recompute another metric in evaluator without 
involving mllib.metrics?
   
   It might be better to create a ml wrapper for mllib.metrics instead of using 
it directly, something like the approach in ```LogisticRegressionSummary```. 
This wrapper can be used both by evaluator and summary. 


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