GitHub user jkbradley opened a pull request:

    https://github.com/apache/spark/pull/3569

    [SPARK-4711] [mllib] Programming guide advice on choosing optimizer

    I have heard requests for the docs to include advice about choosing an 
optimization method. The programming guide could include a brief statement 
about this (so the user does not have to read the whole optimization section).
    
    CC: @mengxr

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

    $ git pull https://github.com/jkbradley/spark lr-doc

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

    https://github.com/apache/spark/pull/3569.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 #3569
    
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commit 94f6dec744dd21aa042f2db2ceed95cb12d68b76
Author: Joseph K. Bradley <[email protected]>
Date:   2014-12-03T02:29:46Z

    Updated linear methods and optimization docs with quick advice on choosing 
an optimization method

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