Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/7655#issuecomment-125801746
  
    @sethah This is great! I went over the generated doc. Just some minor 
comments:
    
    1. Could you update the capitalization for section tiles? This is to be 
consistent with other MLlib guides. For example, we only write `Evaluation 
Metrics` in the display title, then `Evaluation metrics` in section titles and 
some other places.
    2. Could you remove the number formatting? It is useful but it might 
distract readers. Also, for evaluation metrics, sometimes having 2 or 3 digits 
is not sufficient.


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