Github user mengxr commented on a diff in the pull request:

    https://github.com/apache/spark/pull/7655#discussion_r35720924
  
    --- Diff: docs/mllib-evaluation-metrics.md ---
    @@ -0,0 +1,1476 @@
    +---
    +layout: global
    +title: Evaluation Metrics - MLlib
    +displayTitle: <a href="mllib-guide.html">MLlib</a> - Evaluation Metrics
    +---
    +
    +* Table of contents
    +{:toc}
    +
    +
    +## Algorithm Metrics
    --- End diff --
    
    Maybe we can remove the section title. I was wondering how `Algorithm 
Metrics` differs from `Evaluation Metrics` when I first saw it.


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