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

    https://github.com/apache/spark/pull/2038#discussion_r16442707
  
    --- Diff: docs/mllib-naive-bayes.md ---
    @@ -17,7 +17,8 @@ 
Bayes](http://en.wikipedia.org/wiki/Naive_Bayes_classifier#Multinomial_naive_Bay
     which is typically used for [document
     
classification](http://nlp.stanford.edu/IR-book/html/htmledition/naive-bayes-text-classification-1.html).
     Within that context, each observation is a document and each
    -feature represents a term whose value is the frequency of the term. 
    +feature represents a term whose value is the frequency of the term.
    --- End diff --
    
    It could be normalized, then user needs to adjust `alpha`.


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