svn commit: r944406 [13/17] - in /websites/staging/mahout/trunk/content: ./ developers/ general/ users/algorithms/ users/basics/ users/classification/ users/clustering/ users/dim-reduction/ users/mapreduce/classification/ users/mapreduce/clustering/ us...

Thu, 19 Mar 2015 20:46:33 -0700 

Modified: 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/clustering-of-synthetic-control-data.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/clustering-of-synthetic-control-data.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/clustering-of-synthetic-control-data.html
 Fri Mar 20 03:46:10 2015
@@ -155,61 +155,63 @@
                   <li><a 
href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet 
Allocation</a></li>
                 </ul>
                  </li>
-               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Spark<b class="caret"></b></a>
+               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Mahout Environment<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                   <li><a href="/users/sparkbindings/home.html">Scala &amp; 
Spark Bindings Overview</a></li>
-                  <li><a 
href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark 
Shell</a></li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
-                             <li class="divider"></li>
+                  <li><a 
href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark 
Shell</a></li>                  
+                 <li class="divider"></li>
                   <li><a href="/users/sparkbindings/faq.html">FAQ</a></li>
                 </ul>
                </li>
-              <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Classification<b class="caret"></b></a>
+              <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
+                <ul class="dropdown-menu">                
+                  <li class="nav-header">Matrix Decomposition</li>
+                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li class="nav-header">Recommendations</li>
+                  <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
+                  <li class="nav-header">Classification</li>
+                  <li><a href="/users/algorithms/spark-naive-bayes.html">Spark 
Naive Bayes</a></li>
+                </ul>
+               </li>
+               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="nav-header">Classification</li>
                   <li><a 
href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
                   <li><a 
href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov 
Models</a></li>
                   <li><a 
href="/users/mapreduce/classification/logistic-regression.html">Logistic 
Regression</a></li>
                   <li><a 
href="/users/mapreduce/classification/partial-implementation.html">Random 
Forest</a></li>
-
-                  <li class="divider"></li>
-                  <li class="nav-header">Examples</li>
+                  <li class="nav-header">Classification Examples</li>
                   <li><a 
href="/users/mapreduce/classification/breiman-example.html">Breiman 
example</a></li>
                   <li><a 
href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
-                </ul></li>
-               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Clustering<b class="caret"></b></a>
-                <ul class="dropdown-menu">
-                <li><a 
href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/streaming-k-means.html">Streaming 
KMeans</a></li>
-                <li><a 
href="/users/mapreduce/clustering/spectral-clustering.html">Spectral 
Clustering</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Commandline usage</li>
-                <li><a 
href="/users/mapreduce/clustering/k-means-commandline.html">Options for 
k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/canopy-commandline.html">Options for 
Canopy</a></li>
-                <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for 
Fuzzy k-Means</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Examples</li>
-                <li><a 
href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic
 data</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Post processing</li>
-                <li><a 
href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper 
tool</a></li>
-                <li><a 
href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster 
visualisation</a></li>
-                </ul></li>
-                <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Recommendations<b class="caret"></b></a>
+                  <li class="nav-header">Clustering</li>
+                  <li><a 
href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/streaming-k-means.html">Streaming 
KMeans</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/spectral-clustering.html">Spectral 
Clustering</a></li>
+                  <li class="nav-header">Clustering Commandline usage</li>
+                  <li><a 
href="/users/mapreduce/clustering/k-means-commandline.html">Options for 
k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/canopy-commandline.html">Options for 
Canopy</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for 
Fuzzy k-Means</a></li>
+                  <li class="nav-header">Clustering Examples</li>
+                  <li><a 
href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic
 data</a></li>
+                  <li class="nav-header">Cluster Post processing</li>
+                  <li><a 
href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper 
tool</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster 
visualisation</a></li>
+                  <li class="nav-header">Recommendations</li>
+                  <li><a 
href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First 
Timer FAQ</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based 
recommender <br/>in 5 minutes</a></li>
+                 <li><a 
href="/users/mapreduce/recommender/matrix-factorization.html">Matrix 
factorization-based<br/> recommenders</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to 
item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS 
recommendations<br/> with Hadoop</a></li>
+               </ul>
+              </li>
+              <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Recommendations<b class="caret"></b></a>
                 <ul class="dropdown-menu">
-                <li><a 
href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                <li><a 
href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First 
Timer FAQ</a></li>
-                <li><a 
href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based 
recommender <br/>in 5 minutes</a></li>
-               <li><a 
href="/users/mapreduce/recommender/matrix-factorization.html">Matrix 
factorization-based<br/> recommenders</a></li>
-                <li><a 
href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Hadoop</li>
-                <li><a 
href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to 
item-based recommendations<br/> with Hadoop</a></li>
-                <li><a 
href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS 
recommendations<br/> with Hadoop</a></li>
-                <li class="nav-header">Spark</li>
-                <li><a 
href="/users/mapreduce/recommender/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
-              </ul>
+                
+                </ul> -->
             </li>
            </ul>
           </div><!--/.nav-collapse -->

Modified: 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/clustering-seinfeld-episodes.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/clustering-seinfeld-episodes.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/clustering-seinfeld-episodes.html
 Fri Mar 20 03:46:10 2015
@@ -155,61 +155,63 @@
                   <li><a 
href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet 
Allocation</a></li>
                 </ul>
                  </li>
-               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Spark<b class="caret"></b></a>
+               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Mahout Environment<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                   <li><a href="/users/sparkbindings/home.html">Scala &amp; 
Spark Bindings Overview</a></li>
-                  <li><a 
href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark 
Shell</a></li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
-                             <li class="divider"></li>
+                  <li><a 
href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark 
Shell</a></li>                  
+                 <li class="divider"></li>
                   <li><a href="/users/sparkbindings/faq.html">FAQ</a></li>
                 </ul>
                </li>
-              <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Classification<b class="caret"></b></a>
+              <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
+                <ul class="dropdown-menu">                
+                  <li class="nav-header">Matrix Decomposition</li>
+                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li class="nav-header">Recommendations</li>
+                  <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
+                  <li class="nav-header">Classification</li>
+                  <li><a href="/users/algorithms/spark-naive-bayes.html">Spark 
Naive Bayes</a></li>
+                </ul>
+               </li>
+               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="nav-header">Classification</li>
                   <li><a 
href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
                   <li><a 
href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov 
Models</a></li>
                   <li><a 
href="/users/mapreduce/classification/logistic-regression.html">Logistic 
Regression</a></li>
                   <li><a 
href="/users/mapreduce/classification/partial-implementation.html">Random 
Forest</a></li>
-
-                  <li class="divider"></li>
-                  <li class="nav-header">Examples</li>
+                  <li class="nav-header">Classification Examples</li>
                   <li><a 
href="/users/mapreduce/classification/breiman-example.html">Breiman 
example</a></li>
                   <li><a 
href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
-                </ul></li>
-               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Clustering<b class="caret"></b></a>
-                <ul class="dropdown-menu">
-                <li><a 
href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/streaming-k-means.html">Streaming 
KMeans</a></li>
-                <li><a 
href="/users/mapreduce/clustering/spectral-clustering.html">Spectral 
Clustering</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Commandline usage</li>
-                <li><a 
href="/users/mapreduce/clustering/k-means-commandline.html">Options for 
k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/canopy-commandline.html">Options for 
Canopy</a></li>
-                <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for 
Fuzzy k-Means</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Examples</li>
-                <li><a 
href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic
 data</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Post processing</li>
-                <li><a 
href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper 
tool</a></li>
-                <li><a 
href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster 
visualisation</a></li>
-                </ul></li>
-                <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Recommendations<b class="caret"></b></a>
+                  <li class="nav-header">Clustering</li>
+                  <li><a 
href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/streaming-k-means.html">Streaming 
KMeans</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/spectral-clustering.html">Spectral 
Clustering</a></li>
+                  <li class="nav-header">Clustering Commandline usage</li>
+                  <li><a 
href="/users/mapreduce/clustering/k-means-commandline.html">Options for 
k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/canopy-commandline.html">Options for 
Canopy</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for 
Fuzzy k-Means</a></li>
+                  <li class="nav-header">Clustering Examples</li>
+                  <li><a 
href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic
 data</a></li>
+                  <li class="nav-header">Cluster Post processing</li>
+                  <li><a 
href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper 
tool</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster 
visualisation</a></li>
+                  <li class="nav-header">Recommendations</li>
+                  <li><a 
href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First 
Timer FAQ</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based 
recommender <br/>in 5 minutes</a></li>
+                 <li><a 
href="/users/mapreduce/recommender/matrix-factorization.html">Matrix 
factorization-based<br/> recommenders</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to 
item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS 
recommendations<br/> with Hadoop</a></li>
+               </ul>
+              </li>
+              <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Recommendations<b class="caret"></b></a>
                 <ul class="dropdown-menu">
-                <li><a 
href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                <li><a 
href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First 
Timer FAQ</a></li>
-                <li><a 
href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based 
recommender <br/>in 5 minutes</a></li>
-               <li><a 
href="/users/mapreduce/recommender/matrix-factorization.html">Matrix 
factorization-based<br/> recommenders</a></li>
-                <li><a 
href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Hadoop</li>
-                <li><a 
href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to 
item-based recommendations<br/> with Hadoop</a></li>
-                <li><a 
href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS 
recommendations<br/> with Hadoop</a></li>
-                <li class="nav-header">Spark</li>
-                <li><a 
href="/users/mapreduce/recommender/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
-              </ul>
+                
+                </ul> -->
             </li>
            </ul>
           </div><!--/.nav-collapse -->

Modified: 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/clusteringyourdata.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/clusteringyourdata.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/clusteringyourdata.html
 Fri Mar 20 03:46:10 2015
@@ -155,61 +155,63 @@
                   <li><a 
href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet 
Allocation</a></li>
                 </ul>
                  </li>
-               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Spark<b class="caret"></b></a>
+               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Mahout Environment<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                   <li><a href="/users/sparkbindings/home.html">Scala &amp; 
Spark Bindings Overview</a></li>
-                  <li><a 
href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark 
Shell</a></li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
-                             <li class="divider"></li>
+                  <li><a 
href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark 
Shell</a></li>                  
+                 <li class="divider"></li>
                   <li><a href="/users/sparkbindings/faq.html">FAQ</a></li>
                 </ul>
                </li>
-              <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Classification<b class="caret"></b></a>
+              <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
+                <ul class="dropdown-menu">                
+                  <li class="nav-header">Matrix Decomposition</li>
+                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li class="nav-header">Recommendations</li>
+                  <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
+                  <li class="nav-header">Classification</li>
+                  <li><a href="/users/algorithms/spark-naive-bayes.html">Spark 
Naive Bayes</a></li>
+                </ul>
+               </li>
+               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="nav-header">Classification</li>
                   <li><a 
href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
                   <li><a 
href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov 
Models</a></li>
                   <li><a 
href="/users/mapreduce/classification/logistic-regression.html">Logistic 
Regression</a></li>
                   <li><a 
href="/users/mapreduce/classification/partial-implementation.html">Random 
Forest</a></li>
-
-                  <li class="divider"></li>
-                  <li class="nav-header">Examples</li>
+                  <li class="nav-header">Classification Examples</li>
                   <li><a 
href="/users/mapreduce/classification/breiman-example.html">Breiman 
example</a></li>
                   <li><a 
href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
-                </ul></li>
-               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Clustering<b class="caret"></b></a>
-                <ul class="dropdown-menu">
-                <li><a 
href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/streaming-k-means.html">Streaming 
KMeans</a></li>
-                <li><a 
href="/users/mapreduce/clustering/spectral-clustering.html">Spectral 
Clustering</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Commandline usage</li>
-                <li><a 
href="/users/mapreduce/clustering/k-means-commandline.html">Options for 
k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/canopy-commandline.html">Options for 
Canopy</a></li>
-                <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for 
Fuzzy k-Means</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Examples</li>
-                <li><a 
href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic
 data</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Post processing</li>
-                <li><a 
href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper 
tool</a></li>
-                <li><a 
href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster 
visualisation</a></li>
-                </ul></li>
-                <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Recommendations<b class="caret"></b></a>
+                  <li class="nav-header">Clustering</li>
+                  <li><a 
href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/streaming-k-means.html">Streaming 
KMeans</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/spectral-clustering.html">Spectral 
Clustering</a></li>
+                  <li class="nav-header">Clustering Commandline usage</li>
+                  <li><a 
href="/users/mapreduce/clustering/k-means-commandline.html">Options for 
k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/canopy-commandline.html">Options for 
Canopy</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for 
Fuzzy k-Means</a></li>
+                  <li class="nav-header">Clustering Examples</li>
+                  <li><a 
href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic
 data</a></li>
+                  <li class="nav-header">Cluster Post processing</li>
+                  <li><a 
href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper 
tool</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster 
visualisation</a></li>
+                  <li class="nav-header">Recommendations</li>
+                  <li><a 
href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First 
Timer FAQ</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based 
recommender <br/>in 5 minutes</a></li>
+                 <li><a 
href="/users/mapreduce/recommender/matrix-factorization.html">Matrix 
factorization-based<br/> recommenders</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to 
item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS 
recommendations<br/> with Hadoop</a></li>
+               </ul>
+              </li>
+              <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Recommendations<b class="caret"></b></a>
                 <ul class="dropdown-menu">
-                <li><a 
href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                <li><a 
href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First 
Timer FAQ</a></li>
-                <li><a 
href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based 
recommender <br/>in 5 minutes</a></li>
-               <li><a 
href="/users/mapreduce/recommender/matrix-factorization.html">Matrix 
factorization-based<br/> recommenders</a></li>
-                <li><a 
href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Hadoop</li>
-                <li><a 
href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to 
item-based recommendations<br/> with Hadoop</a></li>
-                <li><a 
href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS 
recommendations<br/> with Hadoop</a></li>
-                <li class="nav-header">Spark</li>
-                <li><a 
href="/users/mapreduce/recommender/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
-              </ul>
+                
+                </ul> -->
             </li>
            </ul>
           </div><!--/.nav-collapse -->

Modified: 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/expectation-maximization.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/expectation-maximization.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/expectation-maximization.html
 Fri Mar 20 03:46:10 2015
@@ -155,61 +155,63 @@
                   <li><a 
href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet 
Allocation</a></li>
                 </ul>
                  </li>
-               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Spark<b class="caret"></b></a>
+               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Mahout Environment<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                   <li><a href="/users/sparkbindings/home.html">Scala &amp; 
Spark Bindings Overview</a></li>
-                  <li><a 
href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark 
Shell</a></li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
-                             <li class="divider"></li>
+                  <li><a 
href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark 
Shell</a></li>                  
+                 <li class="divider"></li>
                   <li><a href="/users/sparkbindings/faq.html">FAQ</a></li>
                 </ul>
                </li>
-              <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Classification<b class="caret"></b></a>
+              <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
+                <ul class="dropdown-menu">                
+                  <li class="nav-header">Matrix Decomposition</li>
+                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li class="nav-header">Recommendations</li>
+                  <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
+                  <li class="nav-header">Classification</li>
+                  <li><a href="/users/algorithms/spark-naive-bayes.html">Spark 
Naive Bayes</a></li>
+                </ul>
+               </li>
+               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="nav-header">Classification</li>
                   <li><a 
href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
                   <li><a 
href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov 
Models</a></li>
                   <li><a 
href="/users/mapreduce/classification/logistic-regression.html">Logistic 
Regression</a></li>
                   <li><a 
href="/users/mapreduce/classification/partial-implementation.html">Random 
Forest</a></li>
-
-                  <li class="divider"></li>
-                  <li class="nav-header">Examples</li>
+                  <li class="nav-header">Classification Examples</li>
                   <li><a 
href="/users/mapreduce/classification/breiman-example.html">Breiman 
example</a></li>
                   <li><a 
href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
-                </ul></li>
-               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Clustering<b class="caret"></b></a>
-                <ul class="dropdown-menu">
-                <li><a 
href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/streaming-k-means.html">Streaming 
KMeans</a></li>
-                <li><a 
href="/users/mapreduce/clustering/spectral-clustering.html">Spectral 
Clustering</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Commandline usage</li>
-                <li><a 
href="/users/mapreduce/clustering/k-means-commandline.html">Options for 
k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/canopy-commandline.html">Options for 
Canopy</a></li>
-                <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for 
Fuzzy k-Means</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Examples</li>
-                <li><a 
href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic
 data</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Post processing</li>
-                <li><a 
href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper 
tool</a></li>
-                <li><a 
href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster 
visualisation</a></li>
-                </ul></li>
-                <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Recommendations<b class="caret"></b></a>
+                  <li class="nav-header">Clustering</li>
+                  <li><a 
href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/streaming-k-means.html">Streaming 
KMeans</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/spectral-clustering.html">Spectral 
Clustering</a></li>
+                  <li class="nav-header">Clustering Commandline usage</li>
+                  <li><a 
href="/users/mapreduce/clustering/k-means-commandline.html">Options for 
k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/canopy-commandline.html">Options for 
Canopy</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for 
Fuzzy k-Means</a></li>
+                  <li class="nav-header">Clustering Examples</li>
+                  <li><a 
href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic
 data</a></li>
+                  <li class="nav-header">Cluster Post processing</li>
+                  <li><a 
href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper 
tool</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster 
visualisation</a></li>
+                  <li class="nav-header">Recommendations</li>
+                  <li><a 
href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First 
Timer FAQ</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based 
recommender <br/>in 5 minutes</a></li>
+                 <li><a 
href="/users/mapreduce/recommender/matrix-factorization.html">Matrix 
factorization-based<br/> recommenders</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to 
item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS 
recommendations<br/> with Hadoop</a></li>
+               </ul>
+              </li>
+              <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Recommendations<b class="caret"></b></a>
                 <ul class="dropdown-menu">
-                <li><a 
href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                <li><a 
href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First 
Timer FAQ</a></li>
-                <li><a 
href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based 
recommender <br/>in 5 minutes</a></li>
-               <li><a 
href="/users/mapreduce/recommender/matrix-factorization.html">Matrix 
factorization-based<br/> recommenders</a></li>
-                <li><a 
href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Hadoop</li>
-                <li><a 
href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to 
item-based recommendations<br/> with Hadoop</a></li>
-                <li><a 
href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS 
recommendations<br/> with Hadoop</a></li>
-                <li class="nav-header">Spark</li>
-                <li><a 
href="/users/mapreduce/recommender/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
-              </ul>
+                
+                </ul> -->
             </li>
            </ul>
           </div><!--/.nav-collapse -->

Modified: 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/fuzzy-k-means-commandline.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/fuzzy-k-means-commandline.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/fuzzy-k-means-commandline.html
 Fri Mar 20 03:46:10 2015
@@ -155,61 +155,63 @@
                   <li><a 
href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet 
Allocation</a></li>
                 </ul>
                  </li>
-               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Spark<b class="caret"></b></a>
+               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Mahout Environment<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                   <li><a href="/users/sparkbindings/home.html">Scala &amp; 
Spark Bindings Overview</a></li>
-                  <li><a 
href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark 
Shell</a></li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
-                             <li class="divider"></li>
+                  <li><a 
href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark 
Shell</a></li>                  
+                 <li class="divider"></li>
                   <li><a href="/users/sparkbindings/faq.html">FAQ</a></li>
                 </ul>
                </li>
-              <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Classification<b class="caret"></b></a>
+              <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
+                <ul class="dropdown-menu">                
+                  <li class="nav-header">Matrix Decomposition</li>
+                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li class="nav-header">Recommendations</li>
+                  <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
+                  <li class="nav-header">Classification</li>
+                  <li><a href="/users/algorithms/spark-naive-bayes.html">Spark 
Naive Bayes</a></li>
+                </ul>
+               </li>
+               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="nav-header">Classification</li>
                   <li><a 
href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
                   <li><a 
href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov 
Models</a></li>
                   <li><a 
href="/users/mapreduce/classification/logistic-regression.html">Logistic 
Regression</a></li>
                   <li><a 
href="/users/mapreduce/classification/partial-implementation.html">Random 
Forest</a></li>
-
-                  <li class="divider"></li>
-                  <li class="nav-header">Examples</li>
+                  <li class="nav-header">Classification Examples</li>
                   <li><a 
href="/users/mapreduce/classification/breiman-example.html">Breiman 
example</a></li>
                   <li><a 
href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
-                </ul></li>
-               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Clustering<b class="caret"></b></a>
-                <ul class="dropdown-menu">
-                <li><a 
href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/streaming-k-means.html">Streaming 
KMeans</a></li>
-                <li><a 
href="/users/mapreduce/clustering/spectral-clustering.html">Spectral 
Clustering</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Commandline usage</li>
-                <li><a 
href="/users/mapreduce/clustering/k-means-commandline.html">Options for 
k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/canopy-commandline.html">Options for 
Canopy</a></li>
-                <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for 
Fuzzy k-Means</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Examples</li>
-                <li><a 
href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic
 data</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Post processing</li>
-                <li><a 
href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper 
tool</a></li>
-                <li><a 
href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster 
visualisation</a></li>
-                </ul></li>
-                <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Recommendations<b class="caret"></b></a>
+                  <li class="nav-header">Clustering</li>
+                  <li><a 
href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/streaming-k-means.html">Streaming 
KMeans</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/spectral-clustering.html">Spectral 
Clustering</a></li>
+                  <li class="nav-header">Clustering Commandline usage</li>
+                  <li><a 
href="/users/mapreduce/clustering/k-means-commandline.html">Options for 
k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/canopy-commandline.html">Options for 
Canopy</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for 
Fuzzy k-Means</a></li>
+                  <li class="nav-header">Clustering Examples</li>
+                  <li><a 
href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic
 data</a></li>
+                  <li class="nav-header">Cluster Post processing</li>
+                  <li><a 
href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper 
tool</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster 
visualisation</a></li>
+                  <li class="nav-header">Recommendations</li>
+                  <li><a 
href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First 
Timer FAQ</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based 
recommender <br/>in 5 minutes</a></li>
+                 <li><a 
href="/users/mapreduce/recommender/matrix-factorization.html">Matrix 
factorization-based<br/> recommenders</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to 
item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS 
recommendations<br/> with Hadoop</a></li>
+               </ul>
+              </li>
+              <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Recommendations<b class="caret"></b></a>
                 <ul class="dropdown-menu">
-                <li><a 
href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                <li><a 
href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First 
Timer FAQ</a></li>
-                <li><a 
href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based 
recommender <br/>in 5 minutes</a></li>
-               <li><a 
href="/users/mapreduce/recommender/matrix-factorization.html">Matrix 
factorization-based<br/> recommenders</a></li>
-                <li><a 
href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Hadoop</li>
-                <li><a 
href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to 
item-based recommendations<br/> with Hadoop</a></li>
-                <li><a 
href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS 
recommendations<br/> with Hadoop</a></li>
-                <li class="nav-header">Spark</li>
-                <li><a 
href="/users/mapreduce/recommender/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
-              </ul>
+                
+                </ul> -->
             </li>
            </ul>
           </div><!--/.nav-collapse -->

Modified: 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/fuzzy-k-means.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/fuzzy-k-means.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/fuzzy-k-means.html
 Fri Mar 20 03:46:10 2015
@@ -155,61 +155,63 @@
                   <li><a 
href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet 
Allocation</a></li>
                 </ul>
                  </li>
-               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Spark<b class="caret"></b></a>
+               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Mahout Environment<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                   <li><a href="/users/sparkbindings/home.html">Scala &amp; 
Spark Bindings Overview</a></li>
-                  <li><a 
href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark 
Shell</a></li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
-                             <li class="divider"></li>
+                  <li><a 
href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark 
Shell</a></li>                  
+                 <li class="divider"></li>
                   <li><a href="/users/sparkbindings/faq.html">FAQ</a></li>
                 </ul>
                </li>
-              <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Classification<b class="caret"></b></a>
+              <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
+                <ul class="dropdown-menu">                
+                  <li class="nav-header">Matrix Decomposition</li>
+                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li class="nav-header">Recommendations</li>
+                  <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
+                  <li class="nav-header">Classification</li>
+                  <li><a href="/users/algorithms/spark-naive-bayes.html">Spark 
Naive Bayes</a></li>
+                </ul>
+               </li>
+               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="nav-header">Classification</li>
                   <li><a 
href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
                   <li><a 
href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov 
Models</a></li>
                   <li><a 
href="/users/mapreduce/classification/logistic-regression.html">Logistic 
Regression</a></li>
                   <li><a 
href="/users/mapreduce/classification/partial-implementation.html">Random 
Forest</a></li>
-
-                  <li class="divider"></li>
-                  <li class="nav-header">Examples</li>
+                  <li class="nav-header">Classification Examples</li>
                   <li><a 
href="/users/mapreduce/classification/breiman-example.html">Breiman 
example</a></li>
                   <li><a 
href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
-                </ul></li>
-               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Clustering<b class="caret"></b></a>
-                <ul class="dropdown-menu">
-                <li><a 
href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/streaming-k-means.html">Streaming 
KMeans</a></li>
-                <li><a 
href="/users/mapreduce/clustering/spectral-clustering.html">Spectral 
Clustering</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Commandline usage</li>
-                <li><a 
href="/users/mapreduce/clustering/k-means-commandline.html">Options for 
k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/canopy-commandline.html">Options for 
Canopy</a></li>
-                <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for 
Fuzzy k-Means</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Examples</li>
-                <li><a 
href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic
 data</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Post processing</li>
-                <li><a 
href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper 
tool</a></li>
-                <li><a 
href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster 
visualisation</a></li>
-                </ul></li>
-                <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Recommendations<b class="caret"></b></a>
+                  <li class="nav-header">Clustering</li>
+                  <li><a 
href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/streaming-k-means.html">Streaming 
KMeans</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/spectral-clustering.html">Spectral 
Clustering</a></li>
+                  <li class="nav-header">Clustering Commandline usage</li>
+                  <li><a 
href="/users/mapreduce/clustering/k-means-commandline.html">Options for 
k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/canopy-commandline.html">Options for 
Canopy</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for 
Fuzzy k-Means</a></li>
+                  <li class="nav-header">Clustering Examples</li>
+                  <li><a 
href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic
 data</a></li>
+                  <li class="nav-header">Cluster Post processing</li>
+                  <li><a 
href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper 
tool</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster 
visualisation</a></li>
+                  <li class="nav-header">Recommendations</li>
+                  <li><a 
href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First 
Timer FAQ</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based 
recommender <br/>in 5 minutes</a></li>
+                 <li><a 
href="/users/mapreduce/recommender/matrix-factorization.html">Matrix 
factorization-based<br/> recommenders</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to 
item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS 
recommendations<br/> with Hadoop</a></li>
+               </ul>
+              </li>
+              <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Recommendations<b class="caret"></b></a>
                 <ul class="dropdown-menu">
-                <li><a 
href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                <li><a 
href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First 
Timer FAQ</a></li>
-                <li><a 
href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based 
recommender <br/>in 5 minutes</a></li>
-               <li><a 
href="/users/mapreduce/recommender/matrix-factorization.html">Matrix 
factorization-based<br/> recommenders</a></li>
-                <li><a 
href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Hadoop</li>
-                <li><a 
href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to 
item-based recommendations<br/> with Hadoop</a></li>
-                <li><a 
href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS 
recommendations<br/> with Hadoop</a></li>
-                <li class="nav-header">Spark</li>
-                <li><a 
href="/users/mapreduce/recommender/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
-              </ul>
+                
+                </ul> -->
             </li>
            </ul>
           </div><!--/.nav-collapse -->

Modified: 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/hierarchical-clustering.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/hierarchical-clustering.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/hierarchical-clustering.html
 Fri Mar 20 03:46:10 2015
@@ -155,61 +155,63 @@
                   <li><a 
href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet 
Allocation</a></li>
                 </ul>
                  </li>
-               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Spark<b class="caret"></b></a>
+               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Mahout Environment<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                   <li><a href="/users/sparkbindings/home.html">Scala &amp; 
Spark Bindings Overview</a></li>
-                  <li><a 
href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark 
Shell</a></li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
-                             <li class="divider"></li>
+                  <li><a 
href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark 
Shell</a></li>                  
+                 <li class="divider"></li>
                   <li><a href="/users/sparkbindings/faq.html">FAQ</a></li>
                 </ul>
                </li>
-              <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Classification<b class="caret"></b></a>
+              <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
+                <ul class="dropdown-menu">                
+                  <li class="nav-header">Matrix Decomposition</li>
+                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li class="nav-header">Recommendations</li>
+                  <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
+                  <li class="nav-header">Classification</li>
+                  <li><a href="/users/algorithms/spark-naive-bayes.html">Spark 
Naive Bayes</a></li>
+                </ul>
+               </li>
+               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="nav-header">Classification</li>
                   <li><a 
href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
                   <li><a 
href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov 
Models</a></li>
                   <li><a 
href="/users/mapreduce/classification/logistic-regression.html">Logistic 
Regression</a></li>
                   <li><a 
href="/users/mapreduce/classification/partial-implementation.html">Random 
Forest</a></li>
-
-                  <li class="divider"></li>
-                  <li class="nav-header">Examples</li>
+                  <li class="nav-header">Classification Examples</li>
                   <li><a 
href="/users/mapreduce/classification/breiman-example.html">Breiman 
example</a></li>
                   <li><a 
href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
-                </ul></li>
-               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Clustering<b class="caret"></b></a>
-                <ul class="dropdown-menu">
-                <li><a 
href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/streaming-k-means.html">Streaming 
KMeans</a></li>
-                <li><a 
href="/users/mapreduce/clustering/spectral-clustering.html">Spectral 
Clustering</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Commandline usage</li>
-                <li><a 
href="/users/mapreduce/clustering/k-means-commandline.html">Options for 
k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/canopy-commandline.html">Options for 
Canopy</a></li>
-                <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for 
Fuzzy k-Means</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Examples</li>
-                <li><a 
href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic
 data</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Post processing</li>
-                <li><a 
href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper 
tool</a></li>
-                <li><a 
href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster 
visualisation</a></li>
-                </ul></li>
-                <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Recommendations<b class="caret"></b></a>
+                  <li class="nav-header">Clustering</li>
+                  <li><a 
href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/streaming-k-means.html">Streaming 
KMeans</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/spectral-clustering.html">Spectral 
Clustering</a></li>
+                  <li class="nav-header">Clustering Commandline usage</li>
+                  <li><a 
href="/users/mapreduce/clustering/k-means-commandline.html">Options for 
k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/canopy-commandline.html">Options for 
Canopy</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for 
Fuzzy k-Means</a></li>
+                  <li class="nav-header">Clustering Examples</li>
+                  <li><a 
href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic
 data</a></li>
+                  <li class="nav-header">Cluster Post processing</li>
+                  <li><a 
href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper 
tool</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster 
visualisation</a></li>
+                  <li class="nav-header">Recommendations</li>
+                  <li><a 
href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First 
Timer FAQ</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based 
recommender <br/>in 5 minutes</a></li>
+                 <li><a 
href="/users/mapreduce/recommender/matrix-factorization.html">Matrix 
factorization-based<br/> recommenders</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to 
item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS 
recommendations<br/> with Hadoop</a></li>
+               </ul>
+              </li>
+              <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Recommendations<b class="caret"></b></a>
                 <ul class="dropdown-menu">
-                <li><a 
href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                <li><a 
href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First 
Timer FAQ</a></li>
-                <li><a 
href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based 
recommender <br/>in 5 minutes</a></li>
-               <li><a 
href="/users/mapreduce/recommender/matrix-factorization.html">Matrix 
factorization-based<br/> recommenders</a></li>
-                <li><a 
href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Hadoop</li>
-                <li><a 
href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to 
item-based recommendations<br/> with Hadoop</a></li>
-                <li><a 
href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS 
recommendations<br/> with Hadoop</a></li>
-                <li class="nav-header">Spark</li>
-                <li><a 
href="/users/mapreduce/recommender/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
-              </ul>
+                
+                </ul> -->
             </li>
            </ul>
           </div><!--/.nav-collapse -->

Modified: 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/k-means-clustering.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/k-means-clustering.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/k-means-clustering.html
 Fri Mar 20 03:46:10 2015
@@ -155,61 +155,63 @@
                   <li><a 
href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet 
Allocation</a></li>
                 </ul>
                  </li>
-               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Spark<b class="caret"></b></a>
+               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Mahout Environment<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                   <li><a href="/users/sparkbindings/home.html">Scala &amp; 
Spark Bindings Overview</a></li>
-                  <li><a 
href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark 
Shell</a></li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
-                             <li class="divider"></li>
+                  <li><a 
href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark 
Shell</a></li>                  
+                 <li class="divider"></li>
                   <li><a href="/users/sparkbindings/faq.html">FAQ</a></li>
                 </ul>
                </li>
-              <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Classification<b class="caret"></b></a>
+              <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
+                <ul class="dropdown-menu">                
+                  <li class="nav-header">Matrix Decomposition</li>
+                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li class="nav-header">Recommendations</li>
+                  <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
+                  <li class="nav-header">Classification</li>
+                  <li><a href="/users/algorithms/spark-naive-bayes.html">Spark 
Naive Bayes</a></li>
+                </ul>
+               </li>
+               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="nav-header">Classification</li>
                   <li><a 
href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
                   <li><a 
href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov 
Models</a></li>
                   <li><a 
href="/users/mapreduce/classification/logistic-regression.html">Logistic 
Regression</a></li>
                   <li><a 
href="/users/mapreduce/classification/partial-implementation.html">Random 
Forest</a></li>
-
-                  <li class="divider"></li>
-                  <li class="nav-header">Examples</li>
+                  <li class="nav-header">Classification Examples</li>
                   <li><a 
href="/users/mapreduce/classification/breiman-example.html">Breiman 
example</a></li>
                   <li><a 
href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
-                </ul></li>
-               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Clustering<b class="caret"></b></a>
-                <ul class="dropdown-menu">
-                <li><a 
href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/streaming-k-means.html">Streaming 
KMeans</a></li>
-                <li><a 
href="/users/mapreduce/clustering/spectral-clustering.html">Spectral 
Clustering</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Commandline usage</li>
-                <li><a 
href="/users/mapreduce/clustering/k-means-commandline.html">Options for 
k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/canopy-commandline.html">Options for 
Canopy</a></li>
-                <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for 
Fuzzy k-Means</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Examples</li>
-                <li><a 
href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic
 data</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Post processing</li>
-                <li><a 
href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper 
tool</a></li>
-                <li><a 
href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster 
visualisation</a></li>
-                </ul></li>
-                <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Recommendations<b class="caret"></b></a>
+                  <li class="nav-header">Clustering</li>
+                  <li><a 
href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/streaming-k-means.html">Streaming 
KMeans</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/spectral-clustering.html">Spectral 
Clustering</a></li>
+                  <li class="nav-header">Clustering Commandline usage</li>
+                  <li><a 
href="/users/mapreduce/clustering/k-means-commandline.html">Options for 
k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/canopy-commandline.html">Options for 
Canopy</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for 
Fuzzy k-Means</a></li>
+                  <li class="nav-header">Clustering Examples</li>
+                  <li><a 
href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic
 data</a></li>
+                  <li class="nav-header">Cluster Post processing</li>
+                  <li><a 
href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper 
tool</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster 
visualisation</a></li>
+                  <li class="nav-header">Recommendations</li>
+                  <li><a 
href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First 
Timer FAQ</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based 
recommender <br/>in 5 minutes</a></li>
+                 <li><a 
href="/users/mapreduce/recommender/matrix-factorization.html">Matrix 
factorization-based<br/> recommenders</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to 
item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS 
recommendations<br/> with Hadoop</a></li>
+               </ul>
+              </li>
+              <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Recommendations<b class="caret"></b></a>
                 <ul class="dropdown-menu">
-                <li><a 
href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                <li><a 
href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First 
Timer FAQ</a></li>
-                <li><a 
href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based 
recommender <br/>in 5 minutes</a></li>
-               <li><a 
href="/users/mapreduce/recommender/matrix-factorization.html">Matrix 
factorization-based<br/> recommenders</a></li>
-                <li><a 
href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Hadoop</li>
-                <li><a 
href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to 
item-based recommendations<br/> with Hadoop</a></li>
-                <li><a 
href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS 
recommendations<br/> with Hadoop</a></li>
-                <li class="nav-header">Spark</li>
-                <li><a 
href="/users/mapreduce/recommender/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
-              </ul>
+                
+                </ul> -->
             </li>
            </ul>
           </div><!--/.nav-collapse -->

Modified: 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/k-means-commandline.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/k-means-commandline.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/mapreduce/clustering/k-means-commandline.html
 Fri Mar 20 03:46:10 2015
@@ -155,61 +155,63 @@
                   <li><a 
href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet 
Allocation</a></li>
                 </ul>
                  </li>
-               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Spark<b class="caret"></b></a>
+               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Mahout Environment<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                   <li><a href="/users/sparkbindings/home.html">Scala &amp; 
Spark Bindings Overview</a></li>
-                  <li><a 
href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark 
Shell</a></li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
-                             <li class="divider"></li>
+                  <li><a 
href="/users/sparkbindings/play-with-shell.html">Playing with Mahout's Spark 
Shell</a></li>                  
+                 <li class="divider"></li>
                   <li><a href="/users/sparkbindings/faq.html">FAQ</a></li>
                 </ul>
                </li>
-              <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Classification<b class="caret"></b></a>
+              <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
+                <ul class="dropdown-menu">                
+                  <li class="nav-header">Matrix Decomposition</li>
+                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li class="nav-header">Recommendations</li>
+                  <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
+                  <li class="nav-header">Classification</li>
+                  <li><a href="/users/algorithms/spark-naive-bayes.html">Spark 
Naive Bayes</a></li>
+                </ul>
+               </li>
+               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="nav-header">Classification</li>
                   <li><a 
href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
                   <li><a 
href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov 
Models</a></li>
                   <li><a 
href="/users/mapreduce/classification/logistic-regression.html">Logistic 
Regression</a></li>
                   <li><a 
href="/users/mapreduce/classification/partial-implementation.html">Random 
Forest</a></li>
-
-                  <li class="divider"></li>
-                  <li class="nav-header">Examples</li>
+                  <li class="nav-header">Classification Examples</li>
                   <li><a 
href="/users/mapreduce/classification/breiman-example.html">Breiman 
example</a></li>
                   <li><a 
href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
-                </ul></li>
-               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Clustering<b class="caret"></b></a>
-                <ul class="dropdown-menu">
-                <li><a 
href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/streaming-k-means.html">Streaming 
KMeans</a></li>
-                <li><a 
href="/users/mapreduce/clustering/spectral-clustering.html">Spectral 
Clustering</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Commandline usage</li>
-                <li><a 
href="/users/mapreduce/clustering/k-means-commandline.html">Options for 
k-Means</a></li>
-                <li><a 
href="/users/mapreduce/clustering/canopy-commandline.html">Options for 
Canopy</a></li>
-                <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for 
Fuzzy k-Means</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Examples</li>
-                <li><a 
href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic
 data</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Post processing</li>
-                <li><a 
href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper 
tool</a></li>
-                <li><a 
href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster 
visualisation</a></li>
-                </ul></li>
-                <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Recommendations<b class="caret"></b></a>
+                  <li class="nav-header">Clustering</li>
+                  <li><a 
href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/streaming-k-means.html">Streaming 
KMeans</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/spectral-clustering.html">Spectral 
Clustering</a></li>
+                  <li class="nav-header">Clustering Commandline usage</li>
+                  <li><a 
href="/users/mapreduce/clustering/k-means-commandline.html">Options for 
k-Means</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/canopy-commandline.html">Options for 
Canopy</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for 
Fuzzy k-Means</a></li>
+                  <li class="nav-header">Clustering Examples</li>
+                  <li><a 
href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic
 data</a></li>
+                  <li class="nav-header">Cluster Post processing</li>
+                  <li><a 
href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper 
tool</a></li>
+                  <li><a 
href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster 
visualisation</a></li>
+                  <li class="nav-header">Recommendations</li>
+                  <li><a 
href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First 
Timer FAQ</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based 
recommender <br/>in 5 minutes</a></li>
+                 <li><a 
href="/users/mapreduce/recommender/matrix-factorization.html">Matrix 
factorization-based<br/> recommenders</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to 
item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a 
href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS 
recommendations<br/> with Hadoop</a></li>
+               </ul>
+              </li>
+              <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Recommendations<b class="caret"></b></a>
                 <ul class="dropdown-menu">
-                <li><a 
href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                <li><a 
href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First 
Timer FAQ</a></li>
-                <li><a 
href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based 
recommender <br/>in 5 minutes</a></li>
-               <li><a 
href="/users/mapreduce/recommender/matrix-factorization.html">Matrix 
factorization-based<br/> recommenders</a></li>
-                <li><a 
href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                <li class="divider"></li>
-                <li class="nav-header">Hadoop</li>
-                <li><a 
href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to 
item-based recommendations<br/> with Hadoop</a></li>
-                <li><a 
href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS 
recommendations<br/> with Hadoop</a></li>
-                <li class="nav-header">Spark</li>
-                <li><a 
href="/users/mapreduce/recommender/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
-              </ul>
+                
+                </ul> -->
             </li>
            </ul>
           </div><!--/.nav-collapse -->

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