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Posted to commits@mahout.apache.org by bu...@apache.org on 2015/03/24 22:56:20 UTC

svn commit: r944961 [3/3] - in /websites/staging/mahout/trunk/content: ./ developers/ general/ users/algorithms/ users/basics/ users/classification/ users/clustering/ users/dim-reduction/ users/misc/ users/recommender/ users/sparkbindings/

Modified: websites/staging/mahout/trunk/content/users/clustering/streaming-k-means.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/streaming-k-means.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/streaming-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/viewing-result.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/viewing-result.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/viewing-result.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/viewing-results.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/viewing-results.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/viewing-results.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/visualizing-sample-clusters.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/clustering/visualizing-sample-clusters.html (original)
+++ websites/staging/mahout/trunk/content/users/clustering/visualizing-sample-clusters.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/dim-reduction/dimensional-reduction.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/dim-reduction/dimensional-reduction.html (original)
+++ websites/staging/mahout/trunk/content/users/dim-reduction/dimensional-reduction.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/dim-reduction/ssvd.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/dim-reduction/ssvd.html (original)
+++ websites/staging/mahout/trunk/content/users/dim-reduction/ssvd.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/misc/mr---map-reduce.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/misc/mr---map-reduce.html (original)
+++ websites/staging/mahout/trunk/content/users/misc/mr---map-reduce.html 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/misc/parallel-frequent-pattern-mining.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/misc/parallel-frequent-pattern-mining.html (original)
+++ websites/staging/mahout/trunk/content/users/misc/parallel-frequent-pattern-mining.html 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/misc/perceptron-and-winnow.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/misc/perceptron-and-winnow.html (original)
+++ websites/staging/mahout/trunk/content/users/misc/perceptron-and-winnow.html 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/misc/testing.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/misc/testing.html (original)
+++ websites/staging/mahout/trunk/content/users/misc/testing.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/misc/using-mahout-with-python-via-jpype.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/misc/using-mahout-with-python-via-jpype.html (original)
+++ websites/staging/mahout/trunk/content/users/misc/using-mahout-with-python-via-jpype.html 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/recommender/intro-als-hadoop.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/intro-als-hadoop.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/intro-als-hadoop.html 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/recommender/intro-cooccurrence-spark.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/intro-cooccurrence-spark.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/intro-cooccurrence-spark.html 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/recommender/intro-itembased-hadoop.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/intro-itembased-hadoop.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/intro-itembased-hadoop.html 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/recommender/matrix-factorization.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/matrix-factorization.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/matrix-factorization.html 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/recommender/quickstart.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/quickstart.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/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/recommender/recommender-documentation.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/recommender-documentation.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/recommender-documentation.html 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/recommender/recommender-first-timer-faq.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/recommender-first-timer-faq.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/recommender-first-timer-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/users/recommender/userbased-5-minutes.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/recommender/userbased-5-minutes.html (original)
+++ websites/staging/mahout/trunk/content/users/recommender/userbased-5-minutes.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/sparkbindings/faq.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/sparkbindings/faq.html (original)
+++ websites/staging/mahout/trunk/content/users/sparkbindings/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/users/sparkbindings/home.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/sparkbindings/home.html (original)
+++ websites/staging/mahout/trunk/content/users/sparkbindings/home.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/sparkbindings/play-with-shell.html
==============================================================================
--- websites/staging/mahout/trunk/content/users/sparkbindings/play-with-shell.html (original)
+++ websites/staging/mahout/trunk/content/users/sparkbindings/play-with-shell.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>