GitHub user sethah opened a pull request:

    https://github.com/apache/spark/pull/13180

    [SPARK-15394][ML][DOCS] User guide typos and grammar audit

    ## What changes were proposed in this pull request?
    
    Correct some typos and incorrectly worded sentences.
    
    ## How was this patch tested?
    
    Doc changes only.
    
    Note that many of these changes were identified by @whomfire01


You can merge this pull request into a Git repository by running:

    $ git pull https://github.com/sethah/spark ml_guide_audit

Alternatively you can review and apply these changes as the patch at:

    https://github.com/apache/spark/pull/13180.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

    This closes #13180
    
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commit 564e918019c1eed63e16f09f1855906995914502
Author: sethah <[email protected]>
Date:   2016-05-18T21:58:47Z

    grammar fixes

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