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Posted to commits@mahout.apache.org by bu...@apache.org on 2013/11/21 13:06:46 UTC

svn commit: r887524 [3/7] - in /websites/staging/mahout/trunk/content: ./ developers/ general/ users/basics/ users/classification/ users/clustering/ users/emr/ users/recommender/ users/stuff/

Modified: websites/staging/mahout/trunk/content/users/basics/creating-vectors.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/creating-vectors.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/creating-vectors.html Thu Nov 21 12:06:44 2013
@@ -189,21 +189,27 @@
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="divider"></li>
+                <li class="nav-header">Design and Background</li>
                 <li><a href="/users/classification/classifyingyourdata.html">Classifying data</a></li>
+		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
                 <li><a href="/users/classification/naivebayes.html">Design naive bayes</a></li>
                 <li><a href="/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
+		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
+                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
+	        <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
+                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</a></li>
+                <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Commandline usage</li>
                 <li><a href="/users/classification/bayesian-commandline.html">Bayes command line</a></li>
-		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Examples</li>
                 <li><a href="/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
                 <li><a href="/users/clustering/20newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
-		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
-                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
-	        <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
 	        <li><a href="/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
-                <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
-                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</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">
@@ -212,19 +218,21 @@
                 <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/k-means-commandline.html">Commandline k-Means</a></li>
                 <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
                 <li><a href="/users/clustering/dirichlet-process-clustering.html">Design Dirichlet clustering</a></li>
-                <li><a href="/users/clustering/dirichlet-commandline.html">Commandline Dirichlet clustering</a></li>
                 <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
                 <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
                 <li><a href="/users/clustering/mean-shift-clustering.html">Design Meanshift</a></li>
-                <li><a href="/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
                 <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</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/dirichlet-commandline.html">Commandline Dirichlet 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/mean-shift-commandline.html">Commandline Meanshift</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>

Modified: websites/staging/mahout/trunk/content/users/basics/dimensional-reduction.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/dimensional-reduction.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/dimensional-reduction.html Thu Nov 21 12:06:44 2013
@@ -189,21 +189,27 @@
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="divider"></li>
+                <li class="nav-header">Design and Background</li>
                 <li><a href="/users/classification/classifyingyourdata.html">Classifying data</a></li>
+		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
                 <li><a href="/users/classification/naivebayes.html">Design naive bayes</a></li>
                 <li><a href="/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
+		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
+                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
+	        <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
+                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</a></li>
+                <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Commandline usage</li>
                 <li><a href="/users/classification/bayesian-commandline.html">Bayes command line</a></li>
-		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Examples</li>
                 <li><a href="/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
                 <li><a href="/users/clustering/20newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
-		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
-                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
-	        <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
 	        <li><a href="/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
-                <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
-                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</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">
@@ -212,19 +218,21 @@
                 <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/k-means-commandline.html">Commandline k-Means</a></li>
                 <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
                 <li><a href="/users/clustering/dirichlet-process-clustering.html">Design Dirichlet clustering</a></li>
-                <li><a href="/users/clustering/dirichlet-commandline.html">Commandline Dirichlet clustering</a></li>
                 <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
                 <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
                 <li><a href="/users/clustering/mean-shift-clustering.html">Design Meanshift</a></li>
-                <li><a href="/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
                 <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</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/dirichlet-commandline.html">Commandline Dirichlet 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/mean-shift-commandline.html">Commandline Meanshift</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>

Modified: websites/staging/mahout/trunk/content/users/basics/gaussian-discriminative-analysis.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/gaussian-discriminative-analysis.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/gaussian-discriminative-analysis.html Thu Nov 21 12:06:44 2013
@@ -189,21 +189,27 @@
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="divider"></li>
+                <li class="nav-header">Design and Background</li>
                 <li><a href="/users/classification/classifyingyourdata.html">Classifying data</a></li>
+		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
                 <li><a href="/users/classification/naivebayes.html">Design naive bayes</a></li>
                 <li><a href="/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
+		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
+                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
+	        <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
+                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</a></li>
+                <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Commandline usage</li>
                 <li><a href="/users/classification/bayesian-commandline.html">Bayes command line</a></li>
-		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Examples</li>
                 <li><a href="/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
                 <li><a href="/users/clustering/20newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
-		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
-                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
-	        <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
 	        <li><a href="/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
-                <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
-                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</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">
@@ -212,19 +218,21 @@
                 <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/k-means-commandline.html">Commandline k-Means</a></li>
                 <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
                 <li><a href="/users/clustering/dirichlet-process-clustering.html">Design Dirichlet clustering</a></li>
-                <li><a href="/users/clustering/dirichlet-commandline.html">Commandline Dirichlet clustering</a></li>
                 <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
                 <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
                 <li><a href="/users/clustering/mean-shift-clustering.html">Design Meanshift</a></li>
-                <li><a href="/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
                 <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</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/dirichlet-commandline.html">Commandline Dirichlet 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/mean-shift-commandline.html">Commandline Meanshift</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>

Modified: websites/staging/mahout/trunk/content/users/basics/independent-component-analysis.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/independent-component-analysis.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/independent-component-analysis.html Thu Nov 21 12:06:44 2013
@@ -189,21 +189,27 @@
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="divider"></li>
+                <li class="nav-header">Design and Background</li>
                 <li><a href="/users/classification/classifyingyourdata.html">Classifying data</a></li>
+		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
                 <li><a href="/users/classification/naivebayes.html">Design naive bayes</a></li>
                 <li><a href="/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
+		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
+                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
+	        <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
+                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</a></li>
+                <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Commandline usage</li>
                 <li><a href="/users/classification/bayesian-commandline.html">Bayes command line</a></li>
-		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Examples</li>
                 <li><a href="/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
                 <li><a href="/users/clustering/20newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
-		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
-                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
-	        <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
 	        <li><a href="/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
-                <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
-                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</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">
@@ -212,19 +218,21 @@
                 <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/k-means-commandline.html">Commandline k-Means</a></li>
                 <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
                 <li><a href="/users/clustering/dirichlet-process-clustering.html">Design Dirichlet clustering</a></li>
-                <li><a href="/users/clustering/dirichlet-commandline.html">Commandline Dirichlet clustering</a></li>
                 <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
                 <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
                 <li><a href="/users/clustering/mean-shift-clustering.html">Design Meanshift</a></li>
-                <li><a href="/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
                 <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</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/dirichlet-commandline.html">Commandline Dirichlet 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/mean-shift-commandline.html">Commandline Meanshift</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>

Modified: websites/staging/mahout/trunk/content/users/basics/mahout-collections.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/mahout-collections.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/mahout-collections.html Thu Nov 21 12:06:44 2013
@@ -189,21 +189,27 @@
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="divider"></li>
+                <li class="nav-header">Design and Background</li>
                 <li><a href="/users/classification/classifyingyourdata.html">Classifying data</a></li>
+		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
                 <li><a href="/users/classification/naivebayes.html">Design naive bayes</a></li>
                 <li><a href="/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
+		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
+                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
+	        <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
+                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</a></li>
+                <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Commandline usage</li>
                 <li><a href="/users/classification/bayesian-commandline.html">Bayes command line</a></li>
-		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Examples</li>
                 <li><a href="/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
                 <li><a href="/users/clustering/20newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
-		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
-                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
-	        <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
 	        <li><a href="/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
-                <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
-                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</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">
@@ -212,19 +218,21 @@
                 <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/k-means-commandline.html">Commandline k-Means</a></li>
                 <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
                 <li><a href="/users/clustering/dirichlet-process-clustering.html">Design Dirichlet clustering</a></li>
-                <li><a href="/users/clustering/dirichlet-commandline.html">Commandline Dirichlet clustering</a></li>
                 <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
                 <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
                 <li><a href="/users/clustering/mean-shift-clustering.html">Design Meanshift</a></li>
-                <li><a href="/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
                 <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</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/dirichlet-commandline.html">Commandline Dirichlet 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/mean-shift-commandline.html">Commandline Meanshift</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>

Modified: websites/staging/mahout/trunk/content/users/basics/mahout.ga.tutorial.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/mahout.ga.tutorial.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/mahout.ga.tutorial.html Thu Nov 21 12:06:44 2013
@@ -189,21 +189,27 @@
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="divider"></li>
+                <li class="nav-header">Design and Background</li>
                 <li><a href="/users/classification/classifyingyourdata.html">Classifying data</a></li>
+		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
                 <li><a href="/users/classification/naivebayes.html">Design naive bayes</a></li>
                 <li><a href="/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
+		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
+                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
+	        <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
+                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</a></li>
+                <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Commandline usage</li>
                 <li><a href="/users/classification/bayesian-commandline.html">Bayes command line</a></li>
-		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Examples</li>
                 <li><a href="/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
                 <li><a href="/users/clustering/20newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
-		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
-                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
-	        <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
 	        <li><a href="/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
-                <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
-                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</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">
@@ -212,19 +218,21 @@
                 <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/k-means-commandline.html">Commandline k-Means</a></li>
                 <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
                 <li><a href="/users/clustering/dirichlet-process-clustering.html">Design Dirichlet clustering</a></li>
-                <li><a href="/users/clustering/dirichlet-commandline.html">Commandline Dirichlet clustering</a></li>
                 <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
                 <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
                 <li><a href="/users/clustering/mean-shift-clustering.html">Design Meanshift</a></li>
-                <li><a href="/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
                 <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</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/dirichlet-commandline.html">Commandline Dirichlet 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/mean-shift-commandline.html">Commandline Meanshift</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>

Modified: websites/staging/mahout/trunk/content/users/basics/mahoutintegration.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/mahoutintegration.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/mahoutintegration.html Thu Nov 21 12:06:44 2013
@@ -189,21 +189,27 @@
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="divider"></li>
+                <li class="nav-header">Design and Background</li>
                 <li><a href="/users/classification/classifyingyourdata.html">Classifying data</a></li>
+		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
                 <li><a href="/users/classification/naivebayes.html">Design naive bayes</a></li>
                 <li><a href="/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
+		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
+                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
+	        <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
+                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</a></li>
+                <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Commandline usage</li>
                 <li><a href="/users/classification/bayesian-commandline.html">Bayes command line</a></li>
-		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Examples</li>
                 <li><a href="/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
                 <li><a href="/users/clustering/20newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
-		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
-                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
-	        <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
 	        <li><a href="/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
-                <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
-                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</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">
@@ -212,19 +218,21 @@
                 <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/k-means-commandline.html">Commandline k-Means</a></li>
                 <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
                 <li><a href="/users/clustering/dirichlet-process-clustering.html">Design Dirichlet clustering</a></li>
-                <li><a href="/users/clustering/dirichlet-commandline.html">Commandline Dirichlet clustering</a></li>
                 <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
                 <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
                 <li><a href="/users/clustering/mean-shift-clustering.html">Design Meanshift</a></li>
-                <li><a href="/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
                 <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</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/dirichlet-commandline.html">Commandline Dirichlet 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/mean-shift-commandline.html">Commandline Meanshift</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>

Modified: websites/staging/mahout/trunk/content/users/basics/matrix-and-vector-needs.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/matrix-and-vector-needs.html (original)
+++ websites/staging/mahout/trunk/content/users/basics/matrix-and-vector-needs.html Thu Nov 21 12:06:44 2013
@@ -189,21 +189,27 @@
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="divider"></li>
+                <li class="nav-header">Design and Background</li>
                 <li><a href="/users/classification/classifyingyourdata.html">Classifying data</a></li>
+		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
                 <li><a href="/users/classification/naivebayes.html">Design naive bayes</a></li>
                 <li><a href="/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
+		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
+                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
+	        <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
+                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</a></li>
+                <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Commandline usage</li>
                 <li><a href="/users/classification/bayesian-commandline.html">Bayes command line</a></li>
-		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Examples</li>
                 <li><a href="/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
                 <li><a href="/users/clustering/20newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
-		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
-                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
-	        <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
 	        <li><a href="/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
-                <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
-                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</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">
@@ -212,19 +218,21 @@
                 <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/k-means-commandline.html">Commandline k-Means</a></li>
                 <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
                 <li><a href="/users/clustering/dirichlet-process-clustering.html">Design Dirichlet clustering</a></li>
-                <li><a href="/users/clustering/dirichlet-commandline.html">Commandline Dirichlet clustering</a></li>
                 <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
                 <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
                 <li><a href="/users/clustering/mean-shift-clustering.html">Design Meanshift</a></li>
-                <li><a href="/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
                 <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</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/dirichlet-commandline.html">Commandline Dirichlet 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/mean-shift-commandline.html">Commandline Meanshift</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>

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 Thu Nov 21 12:06:44 2013
@@ -189,21 +189,27 @@
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="divider"></li>
+                <li class="nav-header">Design and Background</li>
                 <li><a href="/users/classification/classifyingyourdata.html">Classifying data</a></li>
+		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
                 <li><a href="/users/classification/naivebayes.html">Design naive bayes</a></li>
                 <li><a href="/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
+		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
+                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
+	        <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
+                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</a></li>
+                <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Commandline usage</li>
                 <li><a href="/users/classification/bayesian-commandline.html">Bayes command line</a></li>
-		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Examples</li>
                 <li><a href="/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
                 <li><a href="/users/clustering/20newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
-		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
-                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
-	        <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
 	        <li><a href="/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
-                <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
-                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</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">
@@ -212,19 +218,21 @@
                 <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/k-means-commandline.html">Commandline k-Means</a></li>
                 <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
                 <li><a href="/users/clustering/dirichlet-process-clustering.html">Design Dirichlet clustering</a></li>
-                <li><a href="/users/clustering/dirichlet-commandline.html">Commandline Dirichlet clustering</a></li>
                 <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
                 <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
                 <li><a href="/users/clustering/mean-shift-clustering.html">Design Meanshift</a></li>
-                <li><a href="/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
                 <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</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/dirichlet-commandline.html">Commandline Dirichlet 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/mean-shift-commandline.html">Commandline Meanshift</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>

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 Thu Nov 21 12:06:44 2013
@@ -189,21 +189,27 @@
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="divider"></li>
+                <li class="nav-header">Design and Background</li>
                 <li><a href="/users/classification/classifyingyourdata.html">Classifying data</a></li>
+		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
                 <li><a href="/users/classification/naivebayes.html">Design naive bayes</a></li>
                 <li><a href="/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
+		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
+                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
+	        <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
+                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</a></li>
+                <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Commandline usage</li>
                 <li><a href="/users/classification/bayesian-commandline.html">Bayes command line</a></li>
-		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Examples</li>
                 <li><a href="/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
                 <li><a href="/users/clustering/20newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
-		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
-                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
-	        <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
 	        <li><a href="/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
-                <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
-                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</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">
@@ -212,19 +218,21 @@
                 <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/k-means-commandline.html">Commandline k-Means</a></li>
                 <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
                 <li><a href="/users/clustering/dirichlet-process-clustering.html">Design Dirichlet clustering</a></li>
-                <li><a href="/users/clustering/dirichlet-commandline.html">Commandline Dirichlet clustering</a></li>
                 <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
                 <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
                 <li><a href="/users/clustering/mean-shift-clustering.html">Design Meanshift</a></li>
-                <li><a href="/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
                 <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</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/dirichlet-commandline.html">Commandline Dirichlet 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/mean-shift-commandline.html">Commandline Meanshift</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>

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 Thu Nov 21 12:06:44 2013
@@ -189,21 +189,27 @@
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="divider"></li>
+                <li class="nav-header">Design and Background</li>
                 <li><a href="/users/classification/classifyingyourdata.html">Classifying data</a></li>
+		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
                 <li><a href="/users/classification/naivebayes.html">Design naive bayes</a></li>
                 <li><a href="/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
+		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
+                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
+	        <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
+                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</a></li>
+                <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Commandline usage</li>
                 <li><a href="/users/classification/bayesian-commandline.html">Bayes command line</a></li>
-		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Examples</li>
                 <li><a href="/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
                 <li><a href="/users/clustering/20newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
-		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
-                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
-	        <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
 	        <li><a href="/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
-                <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
-                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</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">
@@ -212,19 +218,21 @@
                 <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/k-means-commandline.html">Commandline k-Means</a></li>
                 <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
                 <li><a href="/users/clustering/dirichlet-process-clustering.html">Design Dirichlet clustering</a></li>
-                <li><a href="/users/clustering/dirichlet-commandline.html">Commandline Dirichlet clustering</a></li>
                 <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
                 <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
                 <li><a href="/users/clustering/mean-shift-clustering.html">Design Meanshift</a></li>
-                <li><a href="/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
                 <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</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/dirichlet-commandline.html">Commandline Dirichlet 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/mean-shift-commandline.html">Commandline Meanshift</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>

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 Thu Nov 21 12:06:44 2013
@@ -189,21 +189,27 @@
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="divider"></li>
+                <li class="nav-header">Design and Background</li>
                 <li><a href="/users/classification/classifyingyourdata.html">Classifying data</a></li>
+		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
                 <li><a href="/users/classification/naivebayes.html">Design naive bayes</a></li>
                 <li><a href="/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
+		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
+                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
+	        <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
+                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</a></li>
+                <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Commandline usage</li>
                 <li><a href="/users/classification/bayesian-commandline.html">Bayes command line</a></li>
-		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Examples</li>
                 <li><a href="/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
                 <li><a href="/users/clustering/20newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
-		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
-                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
-	        <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
 	        <li><a href="/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
-                <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
-                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</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">
@@ -212,19 +218,21 @@
                 <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/k-means-commandline.html">Commandline k-Means</a></li>
                 <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
                 <li><a href="/users/clustering/dirichlet-process-clustering.html">Design Dirichlet clustering</a></li>
-                <li><a href="/users/clustering/dirichlet-commandline.html">Commandline Dirichlet clustering</a></li>
                 <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
                 <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
                 <li><a href="/users/clustering/mean-shift-clustering.html">Design Meanshift</a></li>
-                <li><a href="/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
                 <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</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/dirichlet-commandline.html">Commandline Dirichlet 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/mean-shift-commandline.html">Commandline Meanshift</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>

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 Thu Nov 21 12:06:44 2013
@@ -189,21 +189,27 @@
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="divider"></li>
+                <li class="nav-header">Design and Background</li>
                 <li><a href="/users/classification/classifyingyourdata.html">Classifying data</a></li>
+		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
                 <li><a href="/users/classification/naivebayes.html">Design naive bayes</a></li>
                 <li><a href="/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
+		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
+                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
+	        <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
+                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</a></li>
+                <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Commandline usage</li>
                 <li><a href="/users/classification/bayesian-commandline.html">Bayes command line</a></li>
-		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Examples</li>
                 <li><a href="/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
                 <li><a href="/users/clustering/20newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
-		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
-                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
-	        <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
 	        <li><a href="/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
-                <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
-                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</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">
@@ -212,19 +218,21 @@
                 <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/k-means-commandline.html">Commandline k-Means</a></li>
                 <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
                 <li><a href="/users/clustering/dirichlet-process-clustering.html">Design Dirichlet clustering</a></li>
-                <li><a href="/users/clustering/dirichlet-commandline.html">Commandline Dirichlet clustering</a></li>
                 <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
                 <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
                 <li><a href="/users/clustering/mean-shift-clustering.html">Design Meanshift</a></li>
-                <li><a href="/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
                 <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</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/dirichlet-commandline.html">Commandline Dirichlet 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/mean-shift-commandline.html">Commandline Meanshift</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>

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 Thu Nov 21 12:06:44 2013
@@ -189,21 +189,27 @@
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="divider"></li>
+                <li class="nav-header">Design and Background</li>
                 <li><a href="/users/classification/classifyingyourdata.html">Classifying data</a></li>
+		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
                 <li><a href="/users/classification/naivebayes.html">Design naive bayes</a></li>
                 <li><a href="/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
+		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
+                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
+	        <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
+                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</a></li>
+                <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Commandline usage</li>
                 <li><a href="/users/classification/bayesian-commandline.html">Bayes command line</a></li>
-		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Examples</li>
                 <li><a href="/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
                 <li><a href="/users/clustering/20newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
-		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
-                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
-	        <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
 	        <li><a href="/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
-                <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
-                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</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">
@@ -212,19 +218,21 @@
                 <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/k-means-commandline.html">Commandline k-Means</a></li>
                 <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
                 <li><a href="/users/clustering/dirichlet-process-clustering.html">Design Dirichlet clustering</a></li>
-                <li><a href="/users/clustering/dirichlet-commandline.html">Commandline Dirichlet clustering</a></li>
                 <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
                 <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
                 <li><a href="/users/clustering/mean-shift-clustering.html">Design Meanshift</a></li>
-                <li><a href="/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
                 <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</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/dirichlet-commandline.html">Commandline Dirichlet 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/mean-shift-commandline.html">Commandline Meanshift</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>

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 Thu Nov 21 12:06:44 2013
@@ -189,21 +189,27 @@
                  </li>
               <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Classification<b class="caret"></b></a>
                 <ul class="dropdown-menu">
+                <li class="divider"></li>
+                <li class="nav-header">Design and Background</li>
                 <li><a href="/users/classification/classifyingyourdata.html">Classifying data</a></li>
+		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
                 <li><a href="/users/classification/naivebayes.html">Design naive bayes</a></li>
                 <li><a href="/users/classification/complementary-naive-bayes.html">Design complimentary bayes</a></li>
+		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
+                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
+	        <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
+                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</a></li>
+                <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Commandline usage</li>
                 <li><a href="/users/classification/bayesian-commandline.html">Bayes command line</a></li>
-		<li><a href="/users/classification/bayesian.html">Bayes design doc</a></li>
+                <li class="divider"></li>
+                <li class="nav-header">Examples</li>
                 <li><a href="/users/classification/wikipedia-bayes-example.html">Wikipedia Example</a></li>
                 <li><a href="/users/clustering/20newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/clustering/twenty-newsgroups.html">20 newsgroups example</a></li>
                 <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
-		<li><a href="/users/classification/class-discovery.html">Class discovery</a></li>
-                <li><a href="/users/stuff/hidden-markov-models.html">HMM</a></li>
-	        <li><a href="/users/stuff/partial-implementation.html">Partial Impl</a></li>
 	        <li><a href="/users/stuff/traveling-salesman.html">Traveling Salesman</a></li>
-                <li><a href="/users/classification/random-forests.html">Design random forests</a></li>
-                <li><a href="/users/classification/logistic-regression.html">Design logisitic regression</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">
@@ -212,19 +218,21 @@
                 <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/k-means-commandline.html">Commandline k-Means</a></li>
                 <li><a href="/users/clustering/canopy-clustering.html">Design Canopy clustering</a></li>
-                <li><a href="/users/clustering/canopy-commandline.html">Commandline Canopy clustering</a></li>
                 <li><a href="/users/clustering/dirichlet-process-clustering.html">Design Dirichlet clustering</a></li>
-                <li><a href="/users/clustering/dirichlet-commandline.html">Commandline Dirichlet clustering</a></li>
                 <li><a href="/users/clustering/fuzzy-k-means.html">Design Fuzzy k-Means</a></li>
-		<li><a href="/users/clustering/fuzzy-k-means-commandline.html">Commandline Fuzzy k-Means</a></li>
                 <li><a href="/users/clustering/latent-dirichlet-allocation.html">Design LDA</a></li>
-                <li><a href="/users/clustering/lda-commandline.html">Commandline LDA</a></li>
                 <li><a href="/users/clustering/mean-shift-clustering.html">Design Meanshift</a></li>
-                <li><a href="/users/clustering/mean-shift-commandline.html">Commandline Meanshift</a></li>
                 <li><a href="/users/clustering/spectral-clustering.html">Design Spectral</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/dirichlet-commandline.html">Commandline Dirichlet 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/mean-shift-commandline.html">Commandline Meanshift</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>