Modified: 
websites/staging/mahout/trunk/content/users/basics/mahout-collections.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/mahout-collections.html 
(original)
+++ websites/staging/mahout/trunk/content/users/basics/mahout-collections.html 
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/mahoutintegration.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/mahoutintegration.html 
(original)
+++ websites/staging/mahout/trunk/content/users/basics/mahoutintegration.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/matrix-and-vector-needs.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/basics/matrix-and-vector-needs.html 
(original)
+++ 
websites/staging/mahout/trunk/content/users/basics/matrix-and-vector-needs.html 
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/principal-components-analysis.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/basics/principal-components-analysis.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/basics/principal-components-analysis.html
 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/quickstart.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/quickstart.html 
(original)
+++ websites/staging/mahout/trunk/content/users/basics/quickstart.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/svd---singular-value-decomposition.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/basics/svd---singular-value-decomposition.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/basics/svd---singular-value-decomposition.html
 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/system-requirements.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/basics/system-requirements.html 
(original)
+++ websites/staging/mahout/trunk/content/users/basics/system-requirements.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/tf-idf---term-frequency-inverse-document-frequency.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/basics/tf-idf---term-frequency-inverse-document-frequency.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/basics/tf-idf---term-frequency-inverse-document-frequency.html
 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/classification/bankmarketing-example.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/classification/bankmarketing-example.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/classification/bankmarketing-example.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/classification/bayesian-commandline.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/classification/bayesian-commandline.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/classification/bayesian-commandline.html
 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/classification/bayesian.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/bayesian.html 
(original)
+++ websites/staging/mahout/trunk/content/users/classification/bayesian.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/classification/breiman-example.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/classification/breiman-example.html 
(original)
+++ 
websites/staging/mahout/trunk/content/users/classification/breiman-example.html 
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/classification/class-discovery.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/classification/class-discovery.html 
(original)
+++ 
websites/staging/mahout/trunk/content/users/classification/class-discovery.html 
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/classification/classifyingyourdata.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/classification/classifyingyourdata.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/classification/classifyingyourdata.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/classification/hidden-markov-models.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/classification/hidden-markov-models.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/classification/hidden-markov-models.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/classification/locally-weighted-linear-regression.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/classification/locally-weighted-linear-regression.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/classification/locally-weighted-linear-regression.html
 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/classification/logistic-regression.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/classification/logistic-regression.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/classification/logistic-regression.html
 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/classification/naivebayes.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/classification/naivebayes.html 
(original)
+++ websites/staging/mahout/trunk/content/users/classification/naivebayes.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/classification/neural-network.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/classification/neural-network.html 
(original)
+++ 
websites/staging/mahout/trunk/content/users/classification/neural-network.html 
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/classification/partial-implementation.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/classification/partial-implementation.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/classification/partial-implementation.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/classification/random-forests.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/classification/random-forests.html 
(original)
+++ 
websites/staging/mahout/trunk/content/users/classification/random-forests.html 
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/classification/restricted-boltzmann-machines.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/classification/restricted-boltzmann-machines.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/classification/restricted-boltzmann-machines.html
 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/classification/support-vector-machines.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/classification/support-vector-machines.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/classification/support-vector-machines.html
 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/classification/twenty-newsgroups.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/classification/twenty-newsgroups.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/classification/twenty-newsgroups.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/clustering/20newsgroups.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/20newsgroups.html 
(original)
+++ websites/staging/mahout/trunk/content/users/clustering/20newsgroups.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/clustering/canopy-clustering.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/clustering/canopy-clustering.html 
(original)
+++ 
websites/staging/mahout/trunk/content/users/clustering/canopy-clustering.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/clustering/canopy-commandline.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/clustering/canopy-commandline.html 
(original)
+++ 
websites/staging/mahout/trunk/content/users/clustering/canopy-commandline.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/clustering/cluster-dumper.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/cluster-dumper.html 
(original)
+++ websites/staging/mahout/trunk/content/users/clustering/cluster-dumper.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/clustering/clustering-of-synthetic-control-data.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/clustering/clustering-of-synthetic-control-data.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/clustering/clustering-of-synthetic-control-data.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/clustering/clustering-seinfeld-episodes.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/clustering/clustering-seinfeld-episodes.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/clustering/clustering-seinfeld-episodes.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/clustering/clusteringyourdata.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/clustering/clusteringyourdata.html 
(original)
+++ 
websites/staging/mahout/trunk/content/users/clustering/clusteringyourdata.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/clustering/expectation-maximization.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/clustering/expectation-maximization.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/clustering/expectation-maximization.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/clustering/fuzzy-k-means-commandline.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/clustering/fuzzy-k-means-commandline.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/clustering/fuzzy-k-means-commandline.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/clustering/fuzzy-k-means.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/fuzzy-k-means.html 
(original)
+++ websites/staging/mahout/trunk/content/users/clustering/fuzzy-k-means.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/clustering/hierarchical-clustering.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/clustering/hierarchical-clustering.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/clustering/hierarchical-clustering.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/clustering/k-means-clustering.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/clustering/k-means-clustering.html 
(original)
+++ 
websites/staging/mahout/trunk/content/users/clustering/k-means-clustering.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/clustering/k-means-commandline.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/clustering/k-means-commandline.html 
(original)
+++ 
websites/staging/mahout/trunk/content/users/clustering/k-means-commandline.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/clustering/latent-dirichlet-allocation.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/clustering/latent-dirichlet-allocation.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/clustering/latent-dirichlet-allocation.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/clustering/lda-commandline.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/lda-commandline.html 
(original)
+++ websites/staging/mahout/trunk/content/users/clustering/lda-commandline.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/clustering/llr---log-likelihood-ratio.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/clustering/llr---log-likelihood-ratio.html
 (original)
+++ 
websites/staging/mahout/trunk/content/users/clustering/llr---log-likelihood-ratio.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/clustering/spectral-clustering.html
==============================================================================
--- 
websites/staging/mahout/trunk/content/users/clustering/spectral-clustering.html 
(original)
+++ 
websites/staging/mahout/trunk/content/users/clustering/spectral-clustering.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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