Author: buildbot
Date: Tue Jun 24 14:35:24 2014
New Revision: 913505

Log:
Staging update by buildbot for mahout

Modified:
    websites/staging/mahout/trunk/content/   (props changed)
    websites/staging/mahout/trunk/content/users/classification/bayesian.html

Propchange: websites/staging/mahout/trunk/content/
------------------------------------------------------------------------------
--- cms:source-revision (original)
+++ cms:source-revision Tue Jun 24 14:35:24 2014
@@ -1 +1 @@
-1605092
+1605096

Modified: 
websites/staging/mahout/trunk/content/users/classification/bayesian.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/bayesian.html 
(original)
+++ websites/staging/mahout/trunk/content/users/classification/bayesian.html 
Tue Jun 24 14:35:24 2014
@@ -279,7 +279,7 @@
 </ul>
 <p>As we can see, the main difference between Bayes and CBayes is the weight 
calculation step.  Where Bayes weighs terms more heavily based on the 
likelihood that they belong to class <code>\(c\)</code>, CBayes seeks to 
maximize term weights on the likelihood that they do not belong to any other 
class.  </p>
 <h3 id="running-from-the-command-line">Running from the command line</h3>
-<p>Mahout provides CLI drivers for all above steps.  Here we will give a 
simple overview of Mahout CLI commands used to preprocess the data, train the 
model and assign labels to the training set. An <a 
href="https://svn.apache.org/repos/asf/mahout/trunk/examples/bin/classify-20newsgroups.sh";>example
 script</a> is given for the full process from data acquisition through 
classification of the classic <a 
href="https://mahout.apache.org/users/classification/twenty-newsgroups.html";>20 
Newsgroups corpus</a>.  </p>
+<p>Mahout provides CLI drivers for all above steps.  Here we will give a 
simple overview of Mahout CLI commands used to preprocess the data, train the 
model and assign labels to the training set. An <a 
href="https://github.com/apache/mahout/blob/master/examples/bin/classify-20newsgroups.sh";>example
 script</a> is given for the full process from data acquisition through 
classification of the classic <a 
href="https://mahout.apache.org/users/classification/twenty-newsgroups.html";>20 
Newsgroups corpus</a>.  </p>
 <ul>
 <li>
 <p><strong>Preprocessing:</strong>


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