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From build...@apache.org
Subject svn commit: r900783 [3/5] - in /websites/staging/mahout/trunk/content: ./ developers/ general/ users/basics/ users/classification/ users/clustering/ users/dim-reduction/ users/recommender/ users/stuff/
Date Sun, 09 Mar 2014 21:26:01 GMT
Modified: websites/staging/mahout/trunk/content/users/basics/principal-components-analysis.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/principal-components-analysis.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/principal-components-analysis.html Sun Mar  9 21:26:00 2014
@@ -121,6 +121,10 @@
                   <li class="nav-header">Dimensionality reduction</li>
                   <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
                   <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
+                  <li class="divider"></li>
+                  <li class="nav-header">Topic Models</li>      
+                  <li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
+                  <li><a href="/users/clustering/lda-commandline.html">Commandline options for <br/>Latent Dirichlet Allocation</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
@@ -139,29 +143,26 @@
                 </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/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+
+
                 <li class="divider"></li>
                 <li class="nav-header">Algorithms</li>
-                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
-                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Canopy</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Commandline usage</li>
-                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Options for k-Means</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Options for Canopy</a></li>
+            		<li><a href="/users/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/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Seinfeld</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Post processing</li>
-                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
                 <li><a href="/users/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>

Modified: websites/staging/mahout/trunk/content/users/basics/quickstart.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/quickstart.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/quickstart.html Sun Mar  9 21:26:00 2014
@@ -121,6 +121,10 @@
                   <li class="nav-header">Dimensionality reduction</li>
                   <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
                   <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
+                  <li class="divider"></li>
+                  <li class="nav-header">Topic Models</li>      
+                  <li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
+                  <li><a href="/users/clustering/lda-commandline.html">Commandline options for <br/>Latent Dirichlet Allocation</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
@@ -139,29 +143,26 @@
                 </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/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+
+
                 <li class="divider"></li>
                 <li class="nav-header">Algorithms</li>
-                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
-                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Canopy</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Commandline usage</li>
-                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Options for k-Means</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Options for Canopy</a></li>
+            		<li><a href="/users/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/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Seinfeld</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Post processing</li>
-                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
                 <li><a href="/users/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>

Modified: websites/staging/mahout/trunk/content/users/basics/svd---singular-value-decomposition.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/svd---singular-value-decomposition.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/svd---singular-value-decomposition.html Sun Mar  9 21:26:00 2014
@@ -121,6 +121,10 @@
                   <li class="nav-header">Dimensionality reduction</li>
                   <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
                   <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
+                  <li class="divider"></li>
+                  <li class="nav-header">Topic Models</li>      
+                  <li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
+                  <li><a href="/users/clustering/lda-commandline.html">Commandline options for <br/>Latent Dirichlet Allocation</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
@@ -139,29 +143,26 @@
                 </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/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+
+
                 <li class="divider"></li>
                 <li class="nav-header">Algorithms</li>
-                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
-                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Canopy</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Commandline usage</li>
-                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Options for k-Means</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Options for Canopy</a></li>
+            		<li><a href="/users/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/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Seinfeld</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Post processing</li>
-                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
                 <li><a href="/users/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>

Modified: websites/staging/mahout/trunk/content/users/basics/system-requirements.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/system-requirements.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/system-requirements.html Sun Mar  9 21:26:00 2014
@@ -121,6 +121,10 @@
                   <li class="nav-header">Dimensionality reduction</li>
                   <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
                   <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
+                  <li class="divider"></li>
+                  <li class="nav-header">Topic Models</li>      
+                  <li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
+                  <li><a href="/users/clustering/lda-commandline.html">Commandline options for <br/>Latent Dirichlet Allocation</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
@@ -139,29 +143,26 @@
                 </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/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+
+
                 <li class="divider"></li>
                 <li class="nav-header">Algorithms</li>
-                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
-                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Canopy</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Commandline usage</li>
-                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Options for k-Means</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Options for Canopy</a></li>
+            		<li><a href="/users/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/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Seinfeld</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Post processing</li>
-                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
                 <li><a href="/users/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>

Modified: websites/staging/mahout/trunk/content/users/basics/tf-idf---term-frequency-inverse-document-frequency.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/tf-idf---term-frequency-inverse-document-frequency.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/tf-idf---term-frequency-inverse-document-frequency.html Sun Mar  9 21:26:00 2014
@@ -121,6 +121,10 @@
                   <li class="nav-header">Dimensionality reduction</li>
                   <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
                   <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
+                  <li class="divider"></li>
+                  <li class="nav-header">Topic Models</li>      
+                  <li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
+                  <li><a href="/users/clustering/lda-commandline.html">Commandline options for <br/>Latent Dirichlet Allocation</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
@@ -139,29 +143,26 @@
                 </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/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+
+
                 <li class="divider"></li>
                 <li class="nav-header">Algorithms</li>
-                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
-                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Canopy</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Commandline usage</li>
-                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Options for k-Means</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Options for Canopy</a></li>
+            		<li><a href="/users/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/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Seinfeld</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Post processing</li>
-                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
                 <li><a href="/users/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>

Modified: websites/staging/mahout/trunk/content/users/classification/bayesian-commandline.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/bayesian-commandline.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/bayesian-commandline.html Sun Mar  9 21:26:00 2014
@@ -121,6 +121,10 @@
                   <li class="nav-header">Dimensionality reduction</li>
                   <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
                   <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
+                  <li class="divider"></li>
+                  <li class="nav-header">Topic Models</li>      
+                  <li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
+                  <li><a href="/users/clustering/lda-commandline.html">Commandline options for <br/>Latent Dirichlet Allocation</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
@@ -139,29 +143,26 @@
                 </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/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+
+
                 <li class="divider"></li>
                 <li class="nav-header">Algorithms</li>
-                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
-                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Canopy</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Commandline usage</li>
-                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Options for k-Means</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Options for Canopy</a></li>
+            		<li><a href="/users/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/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Seinfeld</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Post processing</li>
-                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
                 <li><a href="/users/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>

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 Sun Mar  9 21:26:00 2014
@@ -121,6 +121,10 @@
                   <li class="nav-header">Dimensionality reduction</li>
                   <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
                   <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
+                  <li class="divider"></li>
+                  <li class="nav-header">Topic Models</li>      
+                  <li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
+                  <li><a href="/users/clustering/lda-commandline.html">Commandline options for <br/>Latent Dirichlet Allocation</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
@@ -139,29 +143,26 @@
                 </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/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+
+
                 <li class="divider"></li>
                 <li class="nav-header">Algorithms</li>
-                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
-                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Canopy</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Commandline usage</li>
-                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Options for k-Means</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Options for Canopy</a></li>
+            		<li><a href="/users/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/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Seinfeld</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Post processing</li>
-                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
                 <li><a href="/users/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>

Modified: websites/staging/mahout/trunk/content/users/classification/breiman-example.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/breiman-example.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/breiman-example.html Sun Mar  9 21:26:00 2014
@@ -121,6 +121,10 @@
                   <li class="nav-header">Dimensionality reduction</li>
                   <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
                   <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
+                  <li class="divider"></li>
+                  <li class="nav-header">Topic Models</li>      
+                  <li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
+                  <li><a href="/users/clustering/lda-commandline.html">Commandline options for <br/>Latent Dirichlet Allocation</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
@@ -139,29 +143,26 @@
                 </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/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+
+
                 <li class="divider"></li>
                 <li class="nav-header">Algorithms</li>
-                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
-                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Canopy</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Commandline usage</li>
-                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Options for k-Means</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Options for Canopy</a></li>
+            		<li><a href="/users/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/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Seinfeld</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Post processing</li>
-                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
                 <li><a href="/users/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>

Modified: websites/staging/mahout/trunk/content/users/classification/class-discovery.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/class-discovery.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/class-discovery.html Sun Mar  9 21:26:00 2014
@@ -121,6 +121,10 @@
                   <li class="nav-header">Dimensionality reduction</li>
                   <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
                   <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
+                  <li class="divider"></li>
+                  <li class="nav-header">Topic Models</li>      
+                  <li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
+                  <li><a href="/users/clustering/lda-commandline.html">Commandline options for <br/>Latent Dirichlet Allocation</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
@@ -139,29 +143,26 @@
                 </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/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+
+
                 <li class="divider"></li>
                 <li class="nav-header">Algorithms</li>
-                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
-                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Canopy</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Commandline usage</li>
-                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Options for k-Means</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Options for Canopy</a></li>
+            		<li><a href="/users/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/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Seinfeld</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Post processing</li>
-                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
                 <li><a href="/users/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>

Modified: websites/staging/mahout/trunk/content/users/classification/classifyingyourdata.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/classifyingyourdata.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/classifyingyourdata.html Sun Mar  9 21:26:00 2014
@@ -121,6 +121,10 @@
                   <li class="nav-header">Dimensionality reduction</li>
                   <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
                   <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
+                  <li class="divider"></li>
+                  <li class="nav-header">Topic Models</li>      
+                  <li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
+                  <li><a href="/users/clustering/lda-commandline.html">Commandline options for <br/>Latent Dirichlet Allocation</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
@@ -139,29 +143,26 @@
                 </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/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+
+
                 <li class="divider"></li>
                 <li class="nav-header">Algorithms</li>
-                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
-                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Canopy</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Commandline usage</li>
-                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Options for k-Means</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Options for Canopy</a></li>
+            		<li><a href="/users/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/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Seinfeld</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Post processing</li>
-                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
                 <li><a href="/users/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>

Modified: websites/staging/mahout/trunk/content/users/classification/locally-weighted-linear-regression.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/locally-weighted-linear-regression.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/locally-weighted-linear-regression.html Sun Mar  9 21:26:00 2014
@@ -121,6 +121,10 @@
                   <li class="nav-header">Dimensionality reduction</li>
                   <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
                   <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
+                  <li class="divider"></li>
+                  <li class="nav-header">Topic Models</li>      
+                  <li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
+                  <li><a href="/users/clustering/lda-commandline.html">Commandline options for <br/>Latent Dirichlet Allocation</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
@@ -139,29 +143,26 @@
                 </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/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+
+
                 <li class="divider"></li>
                 <li class="nav-header">Algorithms</li>
-                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
-                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Canopy</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Commandline usage</li>
-                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Options for k-Means</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Options for Canopy</a></li>
+            		<li><a href="/users/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/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Seinfeld</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Post processing</li>
-                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
                 <li><a href="/users/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>

Modified: websites/staging/mahout/trunk/content/users/classification/logistic-regression.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/logistic-regression.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/logistic-regression.html Sun Mar  9 21:26:00 2014
@@ -121,6 +121,10 @@
                   <li class="nav-header">Dimensionality reduction</li>
                   <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
                   <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
+                  <li class="divider"></li>
+                  <li class="nav-header">Topic Models</li>      
+                  <li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
+                  <li><a href="/users/clustering/lda-commandline.html">Commandline options for <br/>Latent Dirichlet Allocation</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
@@ -139,29 +143,26 @@
                 </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/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+
+
                 <li class="divider"></li>
                 <li class="nav-header">Algorithms</li>
-                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
-                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Canopy</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Commandline usage</li>
-                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Options for k-Means</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Options for Canopy</a></li>
+            		<li><a href="/users/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/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Seinfeld</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Post processing</li>
-                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
                 <li><a href="/users/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>

Modified: websites/staging/mahout/trunk/content/users/classification/naivebayes.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/naivebayes.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/naivebayes.html Sun Mar  9 21:26:00 2014
@@ -121,6 +121,10 @@
                   <li class="nav-header">Dimensionality reduction</li>
                   <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
                   <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
+                  <li class="divider"></li>
+                  <li class="nav-header">Topic Models</li>      
+                  <li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
+                  <li><a href="/users/clustering/lda-commandline.html">Commandline options for <br/>Latent Dirichlet Allocation</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
@@ -139,29 +143,26 @@
                 </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/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+
+
                 <li class="divider"></li>
                 <li class="nav-header">Algorithms</li>
-                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
-                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Canopy</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Commandline usage</li>
-                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Options for k-Means</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Options for Canopy</a></li>
+            		<li><a href="/users/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/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Seinfeld</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Post processing</li>
-                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
                 <li><a href="/users/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>

Modified: websites/staging/mahout/trunk/content/users/classification/neural-network.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/neural-network.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/neural-network.html Sun Mar  9 21:26:00 2014
@@ -121,6 +121,10 @@
                   <li class="nav-header">Dimensionality reduction</li>
                   <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
                   <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
+                  <li class="divider"></li>
+                  <li class="nav-header">Topic Models</li>      
+                  <li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
+                  <li><a href="/users/clustering/lda-commandline.html">Commandline options for <br/>Latent Dirichlet Allocation</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
@@ -139,29 +143,26 @@
                 </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/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+
+
                 <li class="divider"></li>
                 <li class="nav-header">Algorithms</li>
-                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
-                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Canopy</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Commandline usage</li>
-                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Options for k-Means</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Options for Canopy</a></li>
+            		<li><a href="/users/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/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Seinfeld</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Post processing</li>
-                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
                 <li><a href="/users/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>

Modified: websites/staging/mahout/trunk/content/users/classification/random-forests.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/random-forests.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/random-forests.html Sun Mar  9 21:26:00 2014
@@ -121,6 +121,10 @@
                   <li class="nav-header">Dimensionality reduction</li>
                   <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
                   <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
+                  <li class="divider"></li>
+                  <li class="nav-header">Topic Models</li>      
+                  <li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
+                  <li><a href="/users/clustering/lda-commandline.html">Commandline options for <br/>Latent Dirichlet Allocation</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
@@ -139,29 +143,26 @@
                 </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/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+
+
                 <li class="divider"></li>
                 <li class="nav-header">Algorithms</li>
-                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
-                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Canopy</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Commandline usage</li>
-                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Options for k-Means</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Options for Canopy</a></li>
+            		<li><a href="/users/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/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Seinfeld</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Post processing</li>
-                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
                 <li><a href="/users/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>

Modified: websites/staging/mahout/trunk/content/users/classification/restricted-boltzmann-machines.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/restricted-boltzmann-machines.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/restricted-boltzmann-machines.html Sun Mar  9 21:26:00 2014
@@ -121,6 +121,10 @@
                   <li class="nav-header">Dimensionality reduction</li>
                   <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
                   <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
+                  <li class="divider"></li>
+                  <li class="nav-header">Topic Models</li>      
+                  <li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
+                  <li><a href="/users/clustering/lda-commandline.html">Commandline options for <br/>Latent Dirichlet Allocation</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
@@ -139,29 +143,26 @@
                 </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/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+
+
                 <li class="divider"></li>
                 <li class="nav-header">Algorithms</li>
-                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
-                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Canopy</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Commandline usage</li>
-                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Options for k-Means</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Options for Canopy</a></li>
+            		<li><a href="/users/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/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Seinfeld</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Post processing</li>
-                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
                 <li><a href="/users/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>

Modified: websites/staging/mahout/trunk/content/users/classification/support-vector-machines.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/support-vector-machines.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/support-vector-machines.html Sun Mar  9 21:26:00 2014
@@ -121,6 +121,10 @@
                   <li class="nav-header">Dimensionality reduction</li>
                   <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
                   <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
+                  <li class="divider"></li>
+                  <li class="nav-header">Topic Models</li>      
+                  <li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
+                  <li><a href="/users/clustering/lda-commandline.html">Commandline options for <br/>Latent Dirichlet Allocation</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
@@ -139,29 +143,26 @@
                 </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/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+
+
                 <li class="divider"></li>
                 <li class="nav-header">Algorithms</li>
-                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
-                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Canopy</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Commandline usage</li>
-                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Options for k-Means</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Options for Canopy</a></li>
+            		<li><a href="/users/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/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Seinfeld</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Post processing</li>
-                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
                 <li><a href="/users/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>

Modified: websites/staging/mahout/trunk/content/users/classification/wikipedia-bayes-example.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/wikipedia-bayes-example.html (original)
+++ websites/staging/mahout/trunk/content/users/classification/wikipedia-bayes-example.html Sun Mar  9 21:26:00 2014
@@ -121,6 +121,10 @@
                   <li class="nav-header">Dimensionality reduction</li>
                   <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
                   <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
+                  <li class="divider"></li>
+                  <li class="nav-header">Topic Models</li>      
+                  <li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
+                  <li><a href="/users/clustering/lda-commandline.html">Commandline options for <br/>Latent Dirichlet Allocation</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
@@ -139,29 +143,26 @@
                 </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/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+
+
                 <li class="divider"></li>
                 <li class="nav-header">Algorithms</li>
-                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
-                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Canopy</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Commandline usage</li>
-                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Options for k-Means</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Options for Canopy</a></li>
+            		<li><a href="/users/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/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Seinfeld</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Post processing</li>
-                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
                 <li><a href="/users/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>

Modified: websites/staging/mahout/trunk/content/users/clustering/20newsgroups.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/20newsgroups.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/20newsgroups.html Sun Mar  9 21:26:00 2014
@@ -121,6 +121,10 @@
                   <li class="nav-header">Dimensionality reduction</li>
                   <li><a href="/users/basics/dimensional-reduction.html">Singular Value Decomposition</a></li>
                   <li><a href="/users/dim-reduction/ssvd.html">Stochastic SVD</a></li>
+                  <li class="divider"></li>
+                  <li class="nav-header">Topic Models</li>      
+                  <li><a href="/users/clustering/latent-dirichlet-allocation.html">Latent Dirichlet Allocation</a></li>
+                  <li><a href="/users/clustering/lda-commandline.html">Commandline options for <br/>Latent Dirichlet Allocation</a></li>
                 </ul>
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
@@ -139,29 +143,26 @@
                 </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/clustering/clusteringyourdata.html">Overview</a></li>
-                <li><a href="/users/clustering/cluster-dumper.html">Cluster dumper tool</a></li>
+
+
                 <li class="divider"></li>
                 <li class="nav-header">Algorithms</li>
-                <li><a href="/users/clustering/k-means-clustering.html">Design k-Means clustering</a></li>
-                <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</a></li>
+                <li><a href="/users/clustering/k-means-clustering.html">k-Means</a></li>
+                <li><a href="/users/clustering/canopy-clustering.html">Canopy</a></li>
+                <li><a href="/users/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
+                <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Commandline usage</li>
-                <li><a href="/users/clustering/k-means-commandline.html">Commandline k-Means</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
+                <li><a href="/users/clustering/k-means-commandline.html">Options for k-Means</a></li>
+                <li><a href="/users/clustering/canopy-commandline.html">Options for Canopy</a></li>
+            		<li><a href="/users/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/clustering/clustering-of-synthetic-control-data.html">Example: Synthetic data</a></li>
-                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Example: Seinfeld</a></li>
+                <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                <li><a href="/users/clustering/clustering-seinfeld-episodes.html">Seinfeld</a></li>
                 <li class="divider"></li>
                 <li class="nav-header">Post processing</li>
-                <li><a href="/users/clustering/viewing-result.html">Viewing results, part a</a></li>
-                <li><a href="/users/clustering/viewing-results.html">Viewing results, part b</a></li>
+                <li><a href="/users/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
                 <li><a href="/users/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>



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