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From build...@apache.org
Subject svn commit: r944488 [11/12] - in /websites/staging/mahout/trunk/content: ./ developers/ general/ users/algorithms/ users/basics/ users/classification/ users/clustering/ users/dim-reduction/ users/mapreduce/classification/ users/mapreduce/clustering/ us...
Date Fri, 20 Mar 2015 15:06:23 GMT
Modified: websites/staging/mahout/trunk/content/users/mapreduce/recommender/recommender-first-timer-faq.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/mapreduce/recommender/recommender-first-timer-faq.html (original)
+++ websites/staging/mahout/trunk/content/users/mapreduce/recommender/recommender-first-timer-faq.html Fri Mar 20 15:06:22 2015
@@ -176,36 +176,36 @@
                <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                 <li class="nav-header">Classification</li>
-                  <li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
-                  <li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
-                  <li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
-                  <li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
+                  <li><a href="/users/classification/bayesian.html">Naive Bayes</a></li>
+                  <li><a href="/users/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
+                  <li><a href="/users/classification/logistic-regression.html">Logistic Regression</a></li>
+                  <li><a href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</li>
-                  <li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
-                  <li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
+                  <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
+                  <li><a href="/users/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
                   <li class="nav-header">Clustering</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
-                  <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+                  <li><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/streaming-k-means.html">Streaming KMeans</a></li>
+                  <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                   <li class="nav-header">Clustering Commandline usage</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+                  <li><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="nav-header">Clustering Examples</li>
-                  <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                  <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
                   <li class="nav-header">Cluster Post processing</li>
-                  <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
-                  <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+                  <li><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>
                   <li class="nav-header">Recommendations</li>
-                  <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
-                  <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
-		  <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a href="/users/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+                  <li><a href="/users/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+		  <li><a href="/users/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+                  <li><a href="/users/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a href="/users/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
                </ul>
               </li>
               <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/mapreduce/recommender/userbased-5-minutes.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/mapreduce/recommender/userbased-5-minutes.html (original)
+++ websites/staging/mahout/trunk/content/users/mapreduce/recommender/userbased-5-minutes.html Fri Mar 20 15:06:22 2015
@@ -176,36 +176,36 @@
                <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                 <li class="nav-header">Classification</li>
-                  <li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
-                  <li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
-                  <li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
-                  <li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
+                  <li><a href="/users/classification/bayesian.html">Naive Bayes</a></li>
+                  <li><a href="/users/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
+                  <li><a href="/users/classification/logistic-regression.html">Logistic Regression</a></li>
+                  <li><a href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</li>
-                  <li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
-                  <li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
+                  <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
+                  <li><a href="/users/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
                   <li class="nav-header">Clustering</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
-                  <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+                  <li><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/streaming-k-means.html">Streaming KMeans</a></li>
+                  <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                   <li class="nav-header">Clustering Commandline usage</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+                  <li><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="nav-header">Clustering Examples</li>
-                  <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                  <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
                   <li class="nav-header">Cluster Post processing</li>
-                  <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
-                  <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+                  <li><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>
                   <li class="nav-header">Recommendations</li>
-                  <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
-                  <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
-		  <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a href="/users/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+                  <li><a href="/users/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+		  <li><a href="/users/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+                  <li><a href="/users/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a href="/users/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
                </ul>
               </li>
               <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/misc/mr---map-reduce.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/misc/mr---map-reduce.html (original)
+++ websites/staging/mahout/trunk/content/users/misc/mr---map-reduce.html Fri Mar 20 15:06:22 2015
@@ -176,36 +176,36 @@
                <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                 <li class="nav-header">Classification</li>
-                  <li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
-                  <li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
-                  <li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
-                  <li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
+                  <li><a href="/users/classification/bayesian.html">Naive Bayes</a></li>
+                  <li><a href="/users/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
+                  <li><a href="/users/classification/logistic-regression.html">Logistic Regression</a></li>
+                  <li><a href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</li>
-                  <li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
-                  <li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
+                  <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
+                  <li><a href="/users/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
                   <li class="nav-header">Clustering</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
-                  <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+                  <li><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/streaming-k-means.html">Streaming KMeans</a></li>
+                  <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                   <li class="nav-header">Clustering Commandline usage</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+                  <li><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="nav-header">Clustering Examples</li>
-                  <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                  <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
                   <li class="nav-header">Cluster Post processing</li>
-                  <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
-                  <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+                  <li><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>
                   <li class="nav-header">Recommendations</li>
-                  <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
-                  <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
-		  <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a href="/users/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+                  <li><a href="/users/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+		  <li><a href="/users/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+                  <li><a href="/users/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a href="/users/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
                </ul>
               </li>
               <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/misc/parallel-frequent-pattern-mining.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/misc/parallel-frequent-pattern-mining.html (original)
+++ websites/staging/mahout/trunk/content/users/misc/parallel-frequent-pattern-mining.html Fri Mar 20 15:06:22 2015
@@ -176,36 +176,36 @@
                <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                 <li class="nav-header">Classification</li>
-                  <li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
-                  <li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
-                  <li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
-                  <li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
+                  <li><a href="/users/classification/bayesian.html">Naive Bayes</a></li>
+                  <li><a href="/users/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
+                  <li><a href="/users/classification/logistic-regression.html">Logistic Regression</a></li>
+                  <li><a href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</li>
-                  <li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
-                  <li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
+                  <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
+                  <li><a href="/users/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
                   <li class="nav-header">Clustering</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
-                  <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+                  <li><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/streaming-k-means.html">Streaming KMeans</a></li>
+                  <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                   <li class="nav-header">Clustering Commandline usage</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+                  <li><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="nav-header">Clustering Examples</li>
-                  <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                  <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
                   <li class="nav-header">Cluster Post processing</li>
-                  <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
-                  <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+                  <li><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>
                   <li class="nav-header">Recommendations</li>
-                  <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
-                  <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
-		  <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a href="/users/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+                  <li><a href="/users/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+		  <li><a href="/users/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+                  <li><a href="/users/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a href="/users/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
                </ul>
               </li>
               <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/misc/perceptron-and-winnow.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/misc/perceptron-and-winnow.html (original)
+++ websites/staging/mahout/trunk/content/users/misc/perceptron-and-winnow.html Fri Mar 20 15:06:22 2015
@@ -176,36 +176,36 @@
                <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                 <li class="nav-header">Classification</li>
-                  <li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
-                  <li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
-                  <li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
-                  <li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
+                  <li><a href="/users/classification/bayesian.html">Naive Bayes</a></li>
+                  <li><a href="/users/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
+                  <li><a href="/users/classification/logistic-regression.html">Logistic Regression</a></li>
+                  <li><a href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</li>
-                  <li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
-                  <li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
+                  <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
+                  <li><a href="/users/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
                   <li class="nav-header">Clustering</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
-                  <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+                  <li><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/streaming-k-means.html">Streaming KMeans</a></li>
+                  <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                   <li class="nav-header">Clustering Commandline usage</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+                  <li><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="nav-header">Clustering Examples</li>
-                  <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                  <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
                   <li class="nav-header">Cluster Post processing</li>
-                  <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
-                  <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+                  <li><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>
                   <li class="nav-header">Recommendations</li>
-                  <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
-                  <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
-		  <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a href="/users/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+                  <li><a href="/users/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+		  <li><a href="/users/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+                  <li><a href="/users/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a href="/users/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
                </ul>
               </li>
               <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/misc/testing.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/misc/testing.html (original)
+++ websites/staging/mahout/trunk/content/users/misc/testing.html Fri Mar 20 15:06:22 2015
@@ -176,36 +176,36 @@
                <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                 <li class="nav-header">Classification</li>
-                  <li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
-                  <li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
-                  <li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
-                  <li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
+                  <li><a href="/users/classification/bayesian.html">Naive Bayes</a></li>
+                  <li><a href="/users/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
+                  <li><a href="/users/classification/logistic-regression.html">Logistic Regression</a></li>
+                  <li><a href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</li>
-                  <li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
-                  <li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
+                  <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
+                  <li><a href="/users/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
                   <li class="nav-header">Clustering</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
-                  <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+                  <li><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/streaming-k-means.html">Streaming KMeans</a></li>
+                  <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                   <li class="nav-header">Clustering Commandline usage</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+                  <li><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="nav-header">Clustering Examples</li>
-                  <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                  <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
                   <li class="nav-header">Cluster Post processing</li>
-                  <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
-                  <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+                  <li><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>
                   <li class="nav-header">Recommendations</li>
-                  <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
-                  <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
-		  <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a href="/users/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+                  <li><a href="/users/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+		  <li><a href="/users/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+                  <li><a href="/users/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a href="/users/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
                </ul>
               </li>
               <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/misc/using-mahout-with-python-via-jpype.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/misc/using-mahout-with-python-via-jpype.html (original)
+++ websites/staging/mahout/trunk/content/users/misc/using-mahout-with-python-via-jpype.html Fri Mar 20 15:06:22 2015
@@ -176,36 +176,36 @@
                <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                 <li class="nav-header">Classification</li>
-                  <li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
-                  <li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
-                  <li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
-                  <li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
+                  <li><a href="/users/classification/bayesian.html">Naive Bayes</a></li>
+                  <li><a href="/users/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
+                  <li><a href="/users/classification/logistic-regression.html">Logistic Regression</a></li>
+                  <li><a href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</li>
-                  <li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
-                  <li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
+                  <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
+                  <li><a href="/users/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
                   <li class="nav-header">Clustering</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
-                  <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+                  <li><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/streaming-k-means.html">Streaming KMeans</a></li>
+                  <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                   <li class="nav-header">Clustering Commandline usage</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+                  <li><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="nav-header">Clustering Examples</li>
-                  <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                  <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
                   <li class="nav-header">Cluster Post processing</li>
-                  <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
-                  <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+                  <li><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>
                   <li class="nav-header">Recommendations</li>
-                  <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
-                  <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
-		  <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a href="/users/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+                  <li><a href="/users/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+		  <li><a href="/users/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+                  <li><a href="/users/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a href="/users/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
                </ul>
               </li>
               <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/recommender/intro-als-hadoop.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/intro-als-hadoop.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/intro-als-hadoop.html Fri Mar 20 15:06:22 2015
@@ -176,36 +176,36 @@
                <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                 <li class="nav-header">Classification</li>
-                  <li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
-                  <li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
-                  <li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
-                  <li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
+                  <li><a href="/users/classification/bayesian.html">Naive Bayes</a></li>
+                  <li><a href="/users/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
+                  <li><a href="/users/classification/logistic-regression.html">Logistic Regression</a></li>
+                  <li><a href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</li>
-                  <li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
-                  <li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
+                  <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
+                  <li><a href="/users/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
                   <li class="nav-header">Clustering</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
-                  <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+                  <li><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/streaming-k-means.html">Streaming KMeans</a></li>
+                  <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                   <li class="nav-header">Clustering Commandline usage</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+                  <li><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="nav-header">Clustering Examples</li>
-                  <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                  <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
                   <li class="nav-header">Cluster Post processing</li>
-                  <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
-                  <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+                  <li><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>
                   <li class="nav-header">Recommendations</li>
-                  <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
-                  <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
-		  <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a href="/users/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+                  <li><a href="/users/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+		  <li><a href="/users/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+                  <li><a href="/users/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a href="/users/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
                </ul>
               </li>
               <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/recommender/intro-cooccurrence-spark.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/intro-cooccurrence-spark.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/intro-cooccurrence-spark.html Fri Mar 20 15:06:22 2015
@@ -176,36 +176,36 @@
                <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                 <li class="nav-header">Classification</li>
-                  <li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
-                  <li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
-                  <li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
-                  <li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
+                  <li><a href="/users/classification/bayesian.html">Naive Bayes</a></li>
+                  <li><a href="/users/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
+                  <li><a href="/users/classification/logistic-regression.html">Logistic Regression</a></li>
+                  <li><a href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</li>
-                  <li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
-                  <li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
+                  <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
+                  <li><a href="/users/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
                   <li class="nav-header">Clustering</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
-                  <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+                  <li><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/streaming-k-means.html">Streaming KMeans</a></li>
+                  <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                   <li class="nav-header">Clustering Commandline usage</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+                  <li><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="nav-header">Clustering Examples</li>
-                  <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                  <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
                   <li class="nav-header">Cluster Post processing</li>
-                  <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
-                  <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+                  <li><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>
                   <li class="nav-header">Recommendations</li>
-                  <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
-                  <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
-		  <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a href="/users/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+                  <li><a href="/users/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+		  <li><a href="/users/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+                  <li><a href="/users/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a href="/users/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
                </ul>
               </li>
               <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/recommender/intro-itembased-hadoop.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/intro-itembased-hadoop.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/intro-itembased-hadoop.html Fri Mar 20 15:06:22 2015
@@ -176,36 +176,36 @@
                <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                 <li class="nav-header">Classification</li>
-                  <li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
-                  <li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
-                  <li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
-                  <li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
+                  <li><a href="/users/classification/bayesian.html">Naive Bayes</a></li>
+                  <li><a href="/users/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
+                  <li><a href="/users/classification/logistic-regression.html">Logistic Regression</a></li>
+                  <li><a href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</li>
-                  <li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
-                  <li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
+                  <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
+                  <li><a href="/users/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
                   <li class="nav-header">Clustering</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
-                  <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+                  <li><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/streaming-k-means.html">Streaming KMeans</a></li>
+                  <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                   <li class="nav-header">Clustering Commandline usage</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+                  <li><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="nav-header">Clustering Examples</li>
-                  <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                  <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
                   <li class="nav-header">Cluster Post processing</li>
-                  <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
-                  <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+                  <li><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>
                   <li class="nav-header">Recommendations</li>
-                  <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
-                  <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
-		  <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a href="/users/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+                  <li><a href="/users/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+		  <li><a href="/users/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+                  <li><a href="/users/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a href="/users/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
                </ul>
               </li>
               <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/recommender/matrix-factorization.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/matrix-factorization.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/matrix-factorization.html Fri Mar 20 15:06:22 2015
@@ -176,36 +176,36 @@
                <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                 <li class="nav-header">Classification</li>
-                  <li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
-                  <li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
-                  <li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
-                  <li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
+                  <li><a href="/users/classification/bayesian.html">Naive Bayes</a></li>
+                  <li><a href="/users/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
+                  <li><a href="/users/classification/logistic-regression.html">Logistic Regression</a></li>
+                  <li><a href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</li>
-                  <li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
-                  <li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
+                  <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
+                  <li><a href="/users/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
                   <li class="nav-header">Clustering</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
-                  <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+                  <li><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/streaming-k-means.html">Streaming KMeans</a></li>
+                  <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                   <li class="nav-header">Clustering Commandline usage</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+                  <li><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="nav-header">Clustering Examples</li>
-                  <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                  <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
                   <li class="nav-header">Cluster Post processing</li>
-                  <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
-                  <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+                  <li><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>
                   <li class="nav-header">Recommendations</li>
-                  <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
-                  <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
-		  <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a href="/users/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+                  <li><a href="/users/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+		  <li><a href="/users/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+                  <li><a href="/users/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a href="/users/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
                </ul>
               </li>
               <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/recommender/quickstart.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/quickstart.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/quickstart.html Fri Mar 20 15:06:22 2015
@@ -176,36 +176,36 @@
                <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                 <li class="nav-header">Classification</li>
-                  <li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
-                  <li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
-                  <li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
-                  <li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
+                  <li><a href="/users/classification/bayesian.html">Naive Bayes</a></li>
+                  <li><a href="/users/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
+                  <li><a href="/users/classification/logistic-regression.html">Logistic Regression</a></li>
+                  <li><a href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</li>
-                  <li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
-                  <li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
+                  <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
+                  <li><a href="/users/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
                   <li class="nav-header">Clustering</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
-                  <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+                  <li><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/streaming-k-means.html">Streaming KMeans</a></li>
+                  <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                   <li class="nav-header">Clustering Commandline usage</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+                  <li><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="nav-header">Clustering Examples</li>
-                  <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                  <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
                   <li class="nav-header">Cluster Post processing</li>
-                  <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
-                  <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+                  <li><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>
                   <li class="nav-header">Recommendations</li>
-                  <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
-                  <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
-		  <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a href="/users/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+                  <li><a href="/users/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+		  <li><a href="/users/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+                  <li><a href="/users/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a href="/users/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
                </ul>
               </li>
               <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>

Modified: websites/staging/mahout/trunk/content/users/recommender/recommender-documentation.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/recommender-documentation.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/recommender-documentation.html Fri Mar 20 15:06:22 2015
@@ -176,36 +176,36 @@
                <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Mahout MapReduce<b class="caret"></b></a>
                 <ul class="dropdown-menu">
                 <li class="nav-header">Classification</li>
-                  <li><a href="/users/mapreduce/classification/bayesian.html">Naive Bayes</a></li>
-                  <li><a href="/users/mapreduce/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
-                  <li><a href="/users/mapreduce/classification/logistic-regression.html">Logistic Regression</a></li>
-                  <li><a href="/users/mapreduce/classification/partial-implementation.html">Random Forest</a></li>
+                  <li><a href="/users/classification/bayesian.html">Naive Bayes</a></li>
+                  <li><a href="/users/classification/hidden-markov-models.html">Hidden Markov Models</a></li>
+                  <li><a href="/users/classification/logistic-regression.html">Logistic Regression</a></li>
+                  <li><a href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</li>
-                  <li><a href="/users/mapreduce/classification/breiman-example.html">Breiman example</a></li>
-                  <li><a href="/users/mapreduce/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
+                  <li><a href="/users/classification/breiman-example.html">Breiman example</a></li>
+                  <li><a href="/users/classification/twenty-newsgroups.html">20 newsgroups example</a></li>
                   <li class="nav-header">Clustering</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-clustering.html">k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-clustering.html">Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means.html">Fuzzy k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/streaming-k-means.html">Streaming KMeans</a></li>
-                  <li><a href="/users/mapreduce/clustering/spectral-clustering.html">Spectral Clustering</a></li>
+                  <li><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/streaming-k-means.html">Streaming KMeans</a></li>
+                  <li><a href="/users/clustering/spectral-clustering.html">Spectral Clustering</a></li>
                   <li class="nav-header">Clustering Commandline usage</li>
-                  <li><a href="/users/mapreduce/clustering/k-means-commandline.html">Options for k-Means</a></li>
-                  <li><a href="/users/mapreduce/clustering/canopy-commandline.html">Options for Canopy</a></li>
-                  <li><a href="/users/mapreduce/clustering/fuzzy-k-means-commandline.html">Options for Fuzzy k-Means</a></li>
+                  <li><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="nav-header">Clustering Examples</li>
-                  <li><a href="/users/mapreduce/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
+                  <li><a href="/users/clustering/clustering-of-synthetic-control-data.html">Synthetic data</a></li>
                   <li class="nav-header">Cluster Post processing</li>
-                  <li><a href="/users/mapreduce/clustering/cluster-dumper.html">Cluster Dumper tool</a></li>
-                  <li><a href="/users/mapreduce/clustering/visualizing-sample-clusters.html">Cluster visualisation</a></li>
+                  <li><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>
                   <li class="nav-header">Recommendations</li>
-                  <li><a href="/users/mapreduce/recommender/quickstart.html">Quickstart</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
-                  <li><a href="/users/mapreduce/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
-		  <li><a href="/users/mapreduce/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
-                  <li><a href="/users/mapreduce/recommender/recommender-documentation.html">Overview</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
-                  <li><a href="/users/mapreduce/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/quickstart.html">Quickstart</a></li>
+                  <li><a href="/users/recommender/recommender-first-timer-faq.html">First Timer FAQ</a></li>
+                  <li><a href="/users/recommender/userbased-5-minutes.html">A user-based recommender <br/>in 5 minutes</a></li>
+		  <li><a href="/users/recommender/matrix-factorization.html">Matrix factorization-based<br/> recommenders</a></li>
+                  <li><a href="/users/recommender/recommender-documentation.html">Overview</a></li>
+                  <li><a href="/users/recommender/intro-itembased-hadoop.html">Intro to item-based recommendations<br/> with Hadoop</a></li>
+                  <li><a href="/users/recommender/intro-als-hadoop.html">Intro to ALS recommendations<br/> with Hadoop</a></li>
                </ul>
               </li>
               <!--  <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Recommendations<b class="caret"></b></a>



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