Modified: websites/staging/mahout/trunk/content/general/who-we-are.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/who-we-are.html (original)
+++ websites/staging/mahout/trunk/content/general/who-we-are.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/index.html
==============================================================================
--- websites/staging/mahout/trunk/content/index.html (original)
+++ websites/staging/mahout/trunk/content/index.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/overview.html
==============================================================================
--- websites/staging/mahout/trunk/content/overview.html (original)
+++ websites/staging/mahout/trunk/content/overview.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/algorithms/d-qr.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/algorithms/d-qr.html (original)
+++ websites/staging/mahout/trunk/content/users/algorithms/d-qr.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/algorithms/intro-cooccurrence-spark.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/algorithms/intro-cooccurrence-spark.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/algorithms/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/algorithms/spark-naive-bayes.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/algorithms/spark-naive-bayes.html 
(original)
+++ 
websites/staging/mahout/trunk/content/users/algorithms/spark-naive-bayes.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/basics/algorithms.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/algorithms.html 
(original)
+++ websites/staging/mahout/trunk/content/users/basics/algorithms.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>
@@ -330,7 +330,7 @@
 <tr>
 <td>Item-Based Collaborative Filtering</td>
 <td align="center">x</td>
-<td align="center"><a 
href="https://mahout.apache.org/users/mapreduce/recommender/intro-itembased-hadoop.html";>x</a></td>
+<td align="center"><a 
href="https://mahout.apache.org/users/recommender/intro-itembased-hadoop.html";>x</a></td>
 <td align="center"><a 
href="https://mahout.apache.org/users/algorithms/intro-cooccurrence-spark.html";>x</a></td>
 <td align="center"></td>
 <td align="center"></td>
@@ -338,7 +338,7 @@
 <tr>
 <td>Matrix Factorization with ALS</td>
 <td align="center">x</td>
-<td align="center"><a 
href="https://mahout.apache.org/users/mapreduce/recommender/intro-als-hadoop.html";>x</a></td>
+<td align="center"><a 
href="https://mahout.apache.org/users/recommender/intro-als-hadoop.html";>x</a></td>
 <td align="center"></td>
 <td align="center"></td>
 <td align="center"></td>
@@ -346,7 +346,7 @@
 <tr>
 <td>Matrix Factorization with ALS on Implicit Feedback</td>
 <td align="center">x</td>
-<td align="center"><a 
href="https://mahout.apache.org/users/mapreduce/recommender/intro-als-hadoop.html";>x</a></td>
+<td align="center"><a 
href="https://mahout.apache.org/users/recommender/intro-als-hadoop.html";>x</a></td>
 <td align="center"></td>
 <td align="center"></td>
 <td align="center"></td>
@@ -377,7 +377,7 @@
 </tr>
 <tr>
 <td>Logistic Regression - trained via SGD</td>
-<td align="center"><a 
href="http://mahout.apache.org/users/mapreduce/classification/logistic-regression.html";>x</a></td>
+<td align="center"><a 
href="http://mahout.apache.org/users/classification/logistic-regression.html";>x</a></td>
 <td align="center"></td>
 <td align="center"></td>
 <td align="center"></td>
@@ -386,7 +386,7 @@
 <tr>
 <td>Naive Bayes / Complementary Naive Bayes</td>
 <td align="center"></td>
-<td align="center"><a 
href="https://mahout.apache.org/users/mapreduce/classification/bayesian.html";>x</a></td>
+<td align="center"><a 
href="https://mahout.apache.org/users/classification/bayesian.html";>x</a></td>
 <td align="center"><a 
href="https://mahout.apache.org/users/algorithms/spark-naive-bayes.html";>x</a></td>
 <td align="center"></td>
 <td align="center"></td>
@@ -394,14 +394,14 @@
 <tr>
 <td>Random Forest</td>
 <td align="center"></td>
-<td align="center"><a 
href="https://mahout.apache.org/users/mapreduce/classification/partial-implementation.html";>x</a></td>
+<td align="center"><a 
href="https://mahout.apache.org/users/classification/partial-implementation.html";>x</a></td>
 <td align="center"></td>
 <td align="center"></td>
 <td align="center"></td>
 </tr>
 <tr>
 <td>Hidden Markov Models</td>
-<td align="center"><a 
href="https://mahout.apache.org/users/mapreduce/classification/hidden-markov-models.html";>x</a></td>
+<td align="center"><a 
href="https://mahout.apache.org/users/classification/hidden-markov-models.html";>x</a></td>
 <td align="center"></td>
 <td align="center"></td>
 <td align="center"></td>
@@ -433,32 +433,32 @@
 </tr>
 <tr>
 <td>Canopy Clustering</td>
-<td align="center"><a 
href="https://mahout.apache.org/users/mapreduce/clustering/canopy-clustering.html";><em>deprecated</em></a></td>
-<td align="center"><a 
href="https://mahout.apache.org/users/mapreduce/clustering/canopy-clustering.html";><em>deprecated</em></a></td>
+<td align="center"><a 
href="https://mahout.apache.org/users/clustering/canopy-clustering.html";><em>deprecated</em></a></td>
+<td align="center"><a 
href="https://mahout.apache.org/users/clustering/canopy-clustering.html";><em>deprecated</em></a></td>
 <td align="center"></td>
 <td align="center"></td>
 <td align="center"></td>
 </tr>
 <tr>
 <td>k-Means Clustering</td>
-<td align="center"><a 
href="https://mahout.apache.org/users/mapreduce/clustering/k-means-clustering.html";>x</a></td>
-<td align="center"><a 
href="https://mahout.apache.org/users/mapreduce/clustering/k-means-clustering.html";>x</a></td>
+<td align="center"><a 
href="https://mahout.apache.org/users/clustering/k-means-clustering.html";>x</a></td>
+<td align="center"><a 
href="https://mahout.apache.org/users/clustering/k-means-clustering.html";>x</a></td>
 <td align="center"></td>
 <td align="center"></td>
 <td align="center"></td>
 </tr>
 <tr>
 <td>Fuzzy k-Means</td>
-<td align="center"><a 
href="https://mahout.apache.org/users/mapreduce/clustering/fuzzy-k-means.html";>x</a></td>
-<td align="center"><a 
href="https://mahout.apache.org/users/mapreduce/clustering/fuzzy-k-means.html";>x</a></td>
+<td align="center"><a 
href="https://mahout.apache.org/users/clustering/fuzzy-k-means.html";>x</a></td>
+<td align="center"><a 
href="https://mahout.apache.org/users/clustering/fuzzy-k-means.html";>x</a></td>
 <td align="center"></td>
 <td align="center"></td>
 <td align="center"></td>
 </tr>
 <tr>
 <td>Streaming k-Means</td>
-<td align="center"><a 
href="https://mahout.apache.org/users/mapreduce/clustering/streaming-k-means.html";>x</a></td>
-<td align="center"><a 
href="https://mahout.apache.org/users/mapreduce/clustering/streaming-k-means.html";>x</a></td>
+<td align="center"><a 
href="https://mahout.apache.org/users/clustering/streaming-k-means.html";>x</a></td>
+<td align="center"><a 
href="https://mahout.apache.org/users/clustering/streaming-k-means.html";>x</a></td>
 <td align="center"></td>
 <td align="center"></td>
 <td align="center"></td>
@@ -466,7 +466,7 @@
 <tr>
 <td>Spectral Clustering</td>
 <td align="center"></td>
-<td align="center"><a 
href="https://mahout.apache.org/users/mapreduce/clustering/spectral-clustering.html";>x</a></td>
+<td align="center"><a 
href="https://mahout.apache.org/users/clustering/spectral-clustering.html";>x</a></td>
 <td align="center"></td>
 <td align="center"></td>
 <td align="center"></td>

Modified: websites/staging/mahout/trunk/content/users/basics/collections.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/collections.html 
(original)
+++ websites/staging/mahout/trunk/content/users/basics/collections.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/basics/collocations.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/collocations.html 
(original)
+++ websites/staging/mahout/trunk/content/users/basics/collocations.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/basics/creating-vectors-from-text.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/basics/creating-vectors-from-text.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/basics/creating-vectors-from-text.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/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 
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/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
 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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