Author: buildbot
Date: Tue Mar 24 21:56:19 2015
New Revision: 944961

Log:
Staging update by buildbot for mahout

Modified:
    websites/staging/mahout/trunk/content/   (props changed)
    websites/staging/mahout/trunk/content/developers/buildingmahout.html
    websites/staging/mahout/trunk/content/developers/developer-resources.html
    websites/staging/mahout/trunk/content/developers/github.html
    websites/staging/mahout/trunk/content/developers/gsoc.html
    
websites/staging/mahout/trunk/content/developers/how-to-become-a-committer.html
    websites/staging/mahout/trunk/content/developers/how-to-contribute.html
    websites/staging/mahout/trunk/content/developers/how-to-release.html
    
websites/staging/mahout/trunk/content/developers/how-to-update-the-website.html
    websites/staging/mahout/trunk/content/developers/issue-tracker.html
    websites/staging/mahout/trunk/content/developers/patch-check-list.html
    
websites/staging/mahout/trunk/content/developers/thirdparty-dependencies.html
    websites/staging/mahout/trunk/content/developers/version-control.html
    websites/staging/mahout/trunk/content/general/books-tutorials-and-talks.html
    websites/staging/mahout/trunk/content/general/downloads.html
    websites/staging/mahout/trunk/content/general/faq.html
    websites/staging/mahout/trunk/content/general/glossary.html
    websites/staging/mahout/trunk/content/general/mahout-benchmarks.html
    websites/staging/mahout/trunk/content/general/mahout-wiki.html
    
websites/staging/mahout/trunk/content/general/mailing-lists,-irc-and-archives.html
    websites/staging/mahout/trunk/content/general/powered-by-mahout.html
    websites/staging/mahout/trunk/content/general/privacy-policy.html
    websites/staging/mahout/trunk/content/general/professional-support.html
    websites/staging/mahout/trunk/content/general/reference-reading.html
    websites/staging/mahout/trunk/content/general/release-notes.html
    websites/staging/mahout/trunk/content/general/who-we-are.html
    websites/staging/mahout/trunk/content/index.html
    websites/staging/mahout/trunk/content/overview.html
    websites/staging/mahout/trunk/content/users/algorithms/d-qr.html
    
websites/staging/mahout/trunk/content/users/algorithms/intro-cooccurrence-spark.html
    
websites/staging/mahout/trunk/content/users/algorithms/recommender-overview.html
    
websites/staging/mahout/trunk/content/users/algorithms/spark-naive-bayes.html
    websites/staging/mahout/trunk/content/users/basics/algorithms.html
    websites/staging/mahout/trunk/content/users/basics/collections.html
    websites/staging/mahout/trunk/content/users/basics/collocations.html
    
websites/staging/mahout/trunk/content/users/basics/creating-vectors-from-text.html
    websites/staging/mahout/trunk/content/users/basics/creating-vectors.html
    
websites/staging/mahout/trunk/content/users/basics/gaussian-discriminative-analysis.html
    
websites/staging/mahout/trunk/content/users/basics/independent-component-analysis.html
    websites/staging/mahout/trunk/content/users/basics/mahout-collections.html
    websites/staging/mahout/trunk/content/users/basics/mahoutintegration.html
    
websites/staging/mahout/trunk/content/users/basics/matrix-and-vector-needs.html
    
websites/staging/mahout/trunk/content/users/basics/principal-components-analysis.html
    websites/staging/mahout/trunk/content/users/basics/quickstart.html
    
websites/staging/mahout/trunk/content/users/basics/svd---singular-value-decomposition.html
    websites/staging/mahout/trunk/content/users/basics/system-requirements.html
    
websites/staging/mahout/trunk/content/users/basics/tf-idf---term-frequency-inverse-document-frequency.html
    
websites/staging/mahout/trunk/content/users/classification/bankmarketing-example.html
    
websites/staging/mahout/trunk/content/users/classification/bayesian-commandline.html
    websites/staging/mahout/trunk/content/users/classification/bayesian.html
    
websites/staging/mahout/trunk/content/users/classification/breiman-example.html
    
websites/staging/mahout/trunk/content/users/classification/class-discovery.html
    
websites/staging/mahout/trunk/content/users/classification/classifyingyourdata.html
    
websites/staging/mahout/trunk/content/users/classification/hidden-markov-models.html
    
websites/staging/mahout/trunk/content/users/classification/locally-weighted-linear-regression.html
    
websites/staging/mahout/trunk/content/users/classification/logistic-regression.html
    websites/staging/mahout/trunk/content/users/classification/naivebayes.html
    
websites/staging/mahout/trunk/content/users/classification/neural-network.html
    
websites/staging/mahout/trunk/content/users/classification/partial-implementation.html
    
websites/staging/mahout/trunk/content/users/classification/random-forests.html
    
websites/staging/mahout/trunk/content/users/classification/restricted-boltzmann-machines.html
    
websites/staging/mahout/trunk/content/users/classification/support-vector-machines.html
    
websites/staging/mahout/trunk/content/users/classification/twenty-newsgroups.html
    websites/staging/mahout/trunk/content/users/clustering/20newsgroups.html
    
websites/staging/mahout/trunk/content/users/clustering/canopy-clustering.html
    
websites/staging/mahout/trunk/content/users/clustering/canopy-commandline.html
    websites/staging/mahout/trunk/content/users/clustering/cluster-dumper.html
    
websites/staging/mahout/trunk/content/users/clustering/clustering-of-synthetic-control-data.html
    
websites/staging/mahout/trunk/content/users/clustering/clustering-seinfeld-episodes.html
    
websites/staging/mahout/trunk/content/users/clustering/clusteringyourdata.html
    
websites/staging/mahout/trunk/content/users/clustering/expectation-maximization.html
    
websites/staging/mahout/trunk/content/users/clustering/fuzzy-k-means-commandline.html
    websites/staging/mahout/trunk/content/users/clustering/fuzzy-k-means.html
    
websites/staging/mahout/trunk/content/users/clustering/hierarchical-clustering.html
    
websites/staging/mahout/trunk/content/users/clustering/k-means-clustering.html
    
websites/staging/mahout/trunk/content/users/clustering/k-means-commandline.html
    
websites/staging/mahout/trunk/content/users/clustering/latent-dirichlet-allocation.html
    websites/staging/mahout/trunk/content/users/clustering/lda-commandline.html
    
websites/staging/mahout/trunk/content/users/clustering/llr---log-likelihood-ratio.html
    
websites/staging/mahout/trunk/content/users/clustering/spectral-clustering.html
    
websites/staging/mahout/trunk/content/users/clustering/streaming-k-means.html
    websites/staging/mahout/trunk/content/users/clustering/viewing-result.html
    websites/staging/mahout/trunk/content/users/clustering/viewing-results.html
    
websites/staging/mahout/trunk/content/users/clustering/visualizing-sample-clusters.html
    
websites/staging/mahout/trunk/content/users/dim-reduction/dimensional-reduction.html
    websites/staging/mahout/trunk/content/users/dim-reduction/ssvd.html
    websites/staging/mahout/trunk/content/users/misc/mr---map-reduce.html
    
websites/staging/mahout/trunk/content/users/misc/parallel-frequent-pattern-mining.html
    websites/staging/mahout/trunk/content/users/misc/perceptron-and-winnow.html
    websites/staging/mahout/trunk/content/users/misc/testing.html
    
websites/staging/mahout/trunk/content/users/misc/using-mahout-with-python-via-jpype.html
    
websites/staging/mahout/trunk/content/users/recommender/intro-als-hadoop.html
    
websites/staging/mahout/trunk/content/users/recommender/intro-cooccurrence-spark.html
    
websites/staging/mahout/trunk/content/users/recommender/intro-itembased-hadoop.html
    
websites/staging/mahout/trunk/content/users/recommender/matrix-factorization.html
    websites/staging/mahout/trunk/content/users/recommender/quickstart.html
    
websites/staging/mahout/trunk/content/users/recommender/recommender-documentation.html
    
websites/staging/mahout/trunk/content/users/recommender/recommender-first-timer-faq.html
    
websites/staging/mahout/trunk/content/users/recommender/userbased-5-minutes.html
    websites/staging/mahout/trunk/content/users/sparkbindings/faq.html
    websites/staging/mahout/trunk/content/users/sparkbindings/home.html
    
websites/staging/mahout/trunk/content/users/sparkbindings/play-with-shell.html

Propchange: websites/staging/mahout/trunk/content/
------------------------------------------------------------------------------
--- cms:source-revision (original)
+++ cms:source-revision Tue Mar 24 21:56:19 2015
@@ -1 +1 @@
-1668980
+1669002

Modified: websites/staging/mahout/trunk/content/developers/buildingmahout.html
==============================================================================
--- websites/staging/mahout/trunk/content/developers/buildingmahout.html 
(original)
+++ websites/staging/mahout/trunk/content/developers/buildingmahout.html Tue 
Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: 
websites/staging/mahout/trunk/content/developers/developer-resources.html
==============================================================================
--- websites/staging/mahout/trunk/content/developers/developer-resources.html 
(original)
+++ websites/staging/mahout/trunk/content/developers/developer-resources.html 
Tue Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: websites/staging/mahout/trunk/content/developers/github.html
==============================================================================
--- websites/staging/mahout/trunk/content/developers/github.html (original)
+++ websites/staging/mahout/trunk/content/developers/github.html Tue Mar 24 
21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: websites/staging/mahout/trunk/content/developers/gsoc.html
==============================================================================
--- websites/staging/mahout/trunk/content/developers/gsoc.html (original)
+++ websites/staging/mahout/trunk/content/developers/gsoc.html Tue Mar 24 
21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: 
websites/staging/mahout/trunk/content/developers/how-to-become-a-committer.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/developers/how-to-become-a-committer.html 
(original)
+++ 
websites/staging/mahout/trunk/content/developers/how-to-become-a-committer.html 
Tue Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: 
websites/staging/mahout/trunk/content/developers/how-to-contribute.html
==============================================================================
--- websites/staging/mahout/trunk/content/developers/how-to-contribute.html 
(original)
+++ websites/staging/mahout/trunk/content/developers/how-to-contribute.html Tue 
Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: websites/staging/mahout/trunk/content/developers/how-to-release.html
==============================================================================
--- websites/staging/mahout/trunk/content/developers/how-to-release.html 
(original)
+++ websites/staging/mahout/trunk/content/developers/how-to-release.html Tue 
Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: 
websites/staging/mahout/trunk/content/developers/how-to-update-the-website.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/developers/how-to-update-the-website.html 
(original)
+++ 
websites/staging/mahout/trunk/content/developers/how-to-update-the-website.html 
Tue Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: websites/staging/mahout/trunk/content/developers/issue-tracker.html
==============================================================================
--- websites/staging/mahout/trunk/content/developers/issue-tracker.html 
(original)
+++ websites/staging/mahout/trunk/content/developers/issue-tracker.html Tue Mar 
24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: websites/staging/mahout/trunk/content/developers/patch-check-list.html
==============================================================================
--- websites/staging/mahout/trunk/content/developers/patch-check-list.html 
(original)
+++ websites/staging/mahout/trunk/content/developers/patch-check-list.html Tue 
Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: 
websites/staging/mahout/trunk/content/developers/thirdparty-dependencies.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/developers/thirdparty-dependencies.html 
(original)
+++ 
websites/staging/mahout/trunk/content/developers/thirdparty-dependencies.html 
Tue Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: websites/staging/mahout/trunk/content/developers/version-control.html
==============================================================================
--- websites/staging/mahout/trunk/content/developers/version-control.html 
(original)
+++ websites/staging/mahout/trunk/content/developers/version-control.html Tue 
Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: 
websites/staging/mahout/trunk/content/general/books-tutorials-and-talks.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/general/books-tutorials-and-talks.html 
(original)
+++ 
websites/staging/mahout/trunk/content/general/books-tutorials-and-talks.html 
Tue Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: websites/staging/mahout/trunk/content/general/downloads.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/downloads.html (original)
+++ websites/staging/mahout/trunk/content/general/downloads.html Tue Mar 24 
21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: websites/staging/mahout/trunk/content/general/faq.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/faq.html (original)
+++ websites/staging/mahout/trunk/content/general/faq.html Tue Mar 24 21:56:19 
2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: websites/staging/mahout/trunk/content/general/glossary.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/glossary.html (original)
+++ websites/staging/mahout/trunk/content/general/glossary.html Tue Mar 24 
21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: websites/staging/mahout/trunk/content/general/mahout-benchmarks.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/mahout-benchmarks.html 
(original)
+++ websites/staging/mahout/trunk/content/general/mahout-benchmarks.html Tue 
Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: websites/staging/mahout/trunk/content/general/mahout-wiki.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/mahout-wiki.html (original)
+++ websites/staging/mahout/trunk/content/general/mahout-wiki.html Tue Mar 24 
21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: 
websites/staging/mahout/trunk/content/general/mailing-lists,-irc-and-archives.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/general/mailing-lists,-irc-and-archives.html
 (original)
+++ 
websites/staging/mahout/trunk/content/general/mailing-lists,-irc-and-archives.html
 Tue Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: websites/staging/mahout/trunk/content/general/powered-by-mahout.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/powered-by-mahout.html 
(original)
+++ websites/staging/mahout/trunk/content/general/powered-by-mahout.html Tue 
Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: websites/staging/mahout/trunk/content/general/privacy-policy.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/privacy-policy.html (original)
+++ websites/staging/mahout/trunk/content/general/privacy-policy.html Tue Mar 
24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: 
websites/staging/mahout/trunk/content/general/professional-support.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/professional-support.html 
(original)
+++ websites/staging/mahout/trunk/content/general/professional-support.html Tue 
Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: websites/staging/mahout/trunk/content/general/reference-reading.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/reference-reading.html 
(original)
+++ websites/staging/mahout/trunk/content/general/reference-reading.html Tue 
Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: websites/staging/mahout/trunk/content/general/release-notes.html
==============================================================================
--- websites/staging/mahout/trunk/content/general/release-notes.html (original)
+++ websites/staging/mahout/trunk/content/general/release-notes.html Tue Mar 24 
21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

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 Tue Mar 24 
21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: websites/staging/mahout/trunk/content/index.html
==============================================================================
--- websites/staging/mahout/trunk/content/index.html (original)
+++ websites/staging/mahout/trunk/content/index.html Tue Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: websites/staging/mahout/trunk/content/overview.html
==============================================================================
--- websites/staging/mahout/trunk/content/overview.html (original)
+++ websites/staging/mahout/trunk/content/overview.html Tue Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

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 Tue Mar 24 
21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>
@@ -249,7 +249,7 @@
 
   <div id="content-wrap" class="clearfix">
    <div id="main">
-    <h1 id="distributed-thin-qr">Distributed thin QR</h1>
+    <h1 id="distributed-cholesky-qr">Distributed Cholesky QR</h1>
 <h2 id="intro">Intro</h2>
 <p>Mahout has a distributed implementation of QR decomposition for tall thin 
matricies[1].</p>
 <h2 id="algorithm">Algorithm</h2>

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
 Tue Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: 
websites/staging/mahout/trunk/content/users/algorithms/recommender-overview.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/algorithms/recommender-overview.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/algorithms/recommender-overview.html
 Tue Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

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 
Tue Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

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 Tue Mar 
24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

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 Tue Mar 
24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

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 Tue 
Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

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
 Tue Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

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 
Tue Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

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
 Tue Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>

Modified: 
websites/staging/mahout/trunk/content/users/basics/independent-component-analysis.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/basics/independent-component-analysis.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/basics/independent-component-analysis.html
 Tue Mar 24 21:56:19 2015
@@ -166,7 +166,7 @@
               <li class="dropdown"> <a href="#" class="dropdown-toggle" 
data-toggle="dropdown">Algorithms<b class="caret"></b></a>
                 <ul class="dropdown-menu">                
                   <li class="nav-header">Matrix Decomposition</li>
-                  <li><a href="/users/algorithms/d-qr.html">Distributed 
QR</a></li>
+                  <li><a href="/users/algorithms/d-qr.html">Cholesky 
QR</a></li>
                   <li class="nav-header">Recommendations</li>
                   <li><a 
href="/users/algorithms/recommender-overview.html">Recommender Overview</a></li>
                   <li><a 
href="/users/algorithms/intro-cooccurrence-spark.html">Intro to 
cooccurrence-based<br/> recommendations with Spark</a></li>
@@ -183,8 +183,8 @@
                   <li><a 
href="/users/classification/partial-implementation.html">Random Forest</a></li>
                   <li class="nav-header">Classification Examples</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><a 
href="/users/classification/bankmarketing-example.html">SGD Bank Marketing 
Dataset example</a></li>
+                  <li><a 
href="/users/classification/twenty-newsgroups.html">20 newsgroups 
example</a></li>
+                  <li><a 
href="/users/classification/bankmarketing-example.html">SGD classifier bank 
marketing</a></li>
                   <li class="nav-header">Clustering</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>


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