Github user srowen commented on the pull request:

    https://github.com/apache/spark/pull/7655#issuecomment-124871968
  
    Yes, that sounds important where the definition or math may not be standard 
or obvious. I think most people reading the doc won't have that background, so 
a few words or a link to the idea behind each metric can help, yes.


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