<p>I updated the documentation in <a href="https://github.com/mlpack/mlpack/commit/e36eec5cb250d8c36a49aba5cc1bae6a68723d29" class="commit-link"><tt>e36eec5</tt></a>; it's online at<br>
<a href="http://mlpack.org/docs/mlpack-git/doxygen.php?doc=formatdoc.html">http://mlpack.org/docs/mlpack-git/doxygen.php?doc=formatdoc.html</a></p>

<p>Let me know what you think, if anything can be clarified.  I'll mark this as resolved since I've updated the documentation, but let me know if there is anything else to be done.</p>

<p>Thanks for pointing this out!</p>

<p>Ryan</p>

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