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http://git-wip-us.apache.org/repos/asf/mahout/blob/5112e9ec/docs/latest/tutorials/map-reduce/clustering/20newsgroups.html
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http://git-wip-us.apache.org/repos/asf/mahout/blob/5112e9ec/docs/latest/tutorials/map-reduce/clustering/canopy-commandline.html
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diff --git a/docs/latest/tutorials/map-reduce/clustering/canopy-commandline.html b/docs/latest/tutorials/map-reduce/clustering/canopy-commandline.html
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- <p><a name="canopy-commandline-RunningCanopyClusteringfromtheCommandLine"></a></p>
+ <div class="row">
+
+ <div class="col-lg-8">
+ <p><a name="canopy-commandline-RunningCanopyClusteringfromtheCommandLine"></a></p>
<h1 id="running-canopy-clustering-from-the-command-line">Running Canopy Clustering from the Command Line</h1>
<p>Mahout’s Canopy clustering can be launched from the same command line
invocation whether you are running on a single machine in stand-alone mode
@@ -287,8 +173,9 @@ an operating Hadoop cluster on the target machine then the invocation will
run Canopy on that cluster. If either of the environment variables are
missing then the stand-alone Hadoop configuration will be invoked instead.</p>
-<pre><code>./bin/mahout canopy <OPTIONS>
+<div class="highlighter-rouge"><pre class="highlight"><code>./bin/mahout canopy <OPTIONS>
</code></pre>
+</div>
<ul>
<li>In $MAHOUT_HOME/, build the jar containing the job (mvn install) The job
@@ -331,7 +218,7 @@ to view all outputs.</li>
<p><a name="canopy-commandline-Commandlineoptions"></a></p>
<h1 id="command-line-options">Command line options</h1>
-<pre><code> --input (-i) input Path to job input directory.Must
+<div class="highlighter-rouge"><pre class="highlight"><code> --input (-i) input Path to job input directory.Must
be a SequenceFile of
VectorWritable
--output (-o) output The directory pathname for output.
@@ -346,35 +233,29 @@ to view all outputs.</li>
the iterations have taken place
--help (-h) Print out help
</code></pre>
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http://git-wip-us.apache.org/repos/asf/mahout/blob/5112e9ec/docs/latest/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.html
----------------------------------------------------------------------
diff --git a/docs/latest/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.html b/docs/latest/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.html
index 8539ef2..9ae2a15 100644
--- a/docs/latest/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.html
+++ b/docs/latest/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.html
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- <h1>(Deprecated) Clustering of synthetic control data </h1>
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- <h1 id="clustering-synthetic-control-data">Clustering synthetic control data</h1>
+ <div class="col-lg-8">
+ <h1 id="clustering-synthetic-control-data">Clustering synthetic control data</h1>
<h2 id="introduction">Introduction</h2>
@@ -317,53 +203,49 @@
<li><a href="/users/clustering/canopy-clustering.html">Canopy Clustering</a></li>
</ul>
-<pre><code>bin/mahout org.apache.mahout.clustering.syntheticcontrol.canopy.Job
+<div class="highlighter-rouge"><pre class="highlight"><code>bin/mahout org.apache.mahout.clustering.syntheticcontrol.canopy.Job
</code></pre>
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<li><a href="/users/clustering/k-means-clustering.html">k-Means Clustering</a></li>
</ul>
-<pre><code>bin/mahout org.apache.mahout.clustering.syntheticcontrol.kmeans.Job
+<div class="highlighter-rouge"><pre class="highlight"><code>bin/mahout org.apache.mahout.clustering.syntheticcontrol.kmeans.Job
</code></pre>
+</div>
<ul>
<li><a href="/users/clustering/fuzzy-k-means.html">Fuzzy k-Means Clustering</a></li>
</ul>
-<pre><code>bin/mahout org.apache.mahout.clustering.syntheticcontrol.fuzzykmeans.Job
+<div class="highlighter-rouge"><pre class="highlight"><code>bin/mahout org.apache.mahout.clustering.syntheticcontrol.fuzzykmeans.Job
</code></pre>
+</div>
<p>The clustering output will be produced in the <em>output</em> directory. The output data points are in vector format. In order to read/analyze the output, you can use the <a href="/users/clustering/cluster-dumper.html">clusterdump</a> utility provided by Mahout.</p>
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