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Posted to commits@hivemall.apache.org by my...@apache.org on 2017/05/08 09:00:56 UTC

[02/19] incubator-hivemall-site git commit: Added feature binning documentation

http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/15b9991a/userguide/tips/addbias.html
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diff --git a/userguide/tips/addbias.html b/userguide/tips/addbias.html
index 91d8084..c0e3adb 100644
--- a/userguide/tips/addbias.html
+++ b/userguide/tips/addbias.html
@@ -568,14 +568,14 @@
             
         </li>
     
-        <li class="chapter " data-level="3.3" data-path="../ft_engineering/tfidf.html">
+        <li class="chapter " data-level="3.3" data-path="../ft_engineering/selection.html">
             
-                <a href="../ft_engineering/tfidf.html">
+                <a href="../ft_engineering/selection.html">
             
                     
                         <b>3.3.</b>
                     
-                    TF-IDF calculation
+                    Feature Selection
             
                 </a>
             
@@ -583,30 +583,29 @@
             
         </li>
     
-        <li class="chapter " data-level="3.4" data-path="../ft_engineering/ft_trans.html">
+        <li class="chapter " data-level="3.4" data-path="../ft_engineering/binning.html">
             
-                <a href="../ft_engineering/ft_trans.html">
+                <a href="../ft_engineering/binning.html">
             
                     
                         <b>3.4.</b>
                     
-                    FEATURE TRANSFORMATION
+                    Feature Binning
             
                 </a>
             
 
             
-            <ul class="articles">
-                
+        </li>
     
-        <li class="chapter " data-level="3.4.1" data-path="../ft_engineering/vectorizer.html">
+        <li class="chapter " data-level="3.5" data-path="../ft_engineering/tfidf.html">
             
-                <a href="../ft_engineering/vectorizer.html">
+                <a href="../ft_engineering/tfidf.html">
             
                     
-                        <b>3.4.1.</b>
+                        <b>3.5.</b>
                     
-                    Vectorize Features
+                    TF-IDF Calculation
             
                 </a>
             
@@ -614,34 +613,45 @@
             
         </li>
     
-        <li class="chapter " data-level="3.4.2" data-path="../ft_engineering/quantify.html">
+        <li class="chapter " data-level="3.6" data-path="../ft_engineering/ft_trans.html">
             
-                <a href="../ft_engineering/quantify.html">
+                <a href="../ft_engineering/ft_trans.html">
             
                     
-                        <b>3.4.2.</b>
+                        <b>3.6.</b>
                     
-                    Quantify non-number features
+                    FEATURE TRANSFORMATION
             
                 </a>
             
 
             
-        </li>
+            <ul class="articles">
+                
     
+        <li class="chapter " data-level="3.6.1" data-path="../ft_engineering/vectorization.html">
+            
+                <a href="../ft_engineering/vectorization.html">
+            
+                    
+                        <b>3.6.1.</b>
+                    
+                    Feature Vectorization
+            
+                </a>
+            
 
-            </ul>
             
         </li>
     
-        <li class="chapter " data-level="3.5" data-path="../ft_engineering/feature_selection.html">
+        <li class="chapter " data-level="3.6.2" data-path="../ft_engineering/quantify.html">
             
-                <a href="../ft_engineering/feature_selection.html">
+                <a href="../ft_engineering/quantify.html">
             
                     
-                        <b>3.5.</b>
+                        <b>3.6.2.</b>
                     
-                    Feature selection
+                    Quantify non-number features
             
                 </a>
             
@@ -650,6 +660,11 @@
         </li>
     
 
+            </ul>
+            
+        </li>
+    
+
     
         
         <li class="header">Part IV - Evaluation</li>
@@ -2081,7 +2096,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/15b9991a/userguide/tips/emr.html
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diff --git a/userguide/tips/emr.html b/userguide/tips/emr.html
index 2c9e91e..88e557f 100644
--- a/userguide/tips/emr.html
+++ b/userguide/tips/emr.html
@@ -568,14 +568,14 @@
             
         </li>
     
-        <li class="chapter " data-level="3.3" data-path="../ft_engineering/tfidf.html">
+        <li class="chapter " data-level="3.3" data-path="../ft_engineering/selection.html">
             
-                <a href="../ft_engineering/tfidf.html">
+                <a href="../ft_engineering/selection.html">
             
                     
                         <b>3.3.</b>
                     
-                    TF-IDF calculation
+                    Feature Selection
             
                 </a>
             
@@ -583,30 +583,29 @@
             
         </li>
     
-        <li class="chapter " data-level="3.4" data-path="../ft_engineering/ft_trans.html">
+        <li class="chapter " data-level="3.4" data-path="../ft_engineering/binning.html">
             
-                <a href="../ft_engineering/ft_trans.html">
+                <a href="../ft_engineering/binning.html">
             
                     
                         <b>3.4.</b>
                     
-                    FEATURE TRANSFORMATION
+                    Feature Binning
             
                 </a>
             
 
             
-            <ul class="articles">
-                
+        </li>
     
-        <li class="chapter " data-level="3.4.1" data-path="../ft_engineering/vectorizer.html">
+        <li class="chapter " data-level="3.5" data-path="../ft_engineering/tfidf.html">
             
-                <a href="../ft_engineering/vectorizer.html">
+                <a href="../ft_engineering/tfidf.html">
             
                     
-                        <b>3.4.1.</b>
+                        <b>3.5.</b>
                     
-                    Vectorize Features
+                    TF-IDF Calculation
             
                 </a>
             
@@ -614,34 +613,45 @@
             
         </li>
     
-        <li class="chapter " data-level="3.4.2" data-path="../ft_engineering/quantify.html">
+        <li class="chapter " data-level="3.6" data-path="../ft_engineering/ft_trans.html">
             
-                <a href="../ft_engineering/quantify.html">
+                <a href="../ft_engineering/ft_trans.html">
             
                     
-                        <b>3.4.2.</b>
+                        <b>3.6.</b>
                     
-                    Quantify non-number features
+                    FEATURE TRANSFORMATION
             
                 </a>
             
 
             
-        </li>
+            <ul class="articles">
+                
     
+        <li class="chapter " data-level="3.6.1" data-path="../ft_engineering/vectorization.html">
+            
+                <a href="../ft_engineering/vectorization.html">
+            
+                    
+                        <b>3.6.1.</b>
+                    
+                    Feature Vectorization
+            
+                </a>
+            
 
-            </ul>
             
         </li>
     
-        <li class="chapter " data-level="3.5" data-path="../ft_engineering/feature_selection.html">
+        <li class="chapter " data-level="3.6.2" data-path="../ft_engineering/quantify.html">
             
-                <a href="../ft_engineering/feature_selection.html">
+                <a href="../ft_engineering/quantify.html">
             
                     
-                        <b>3.5.</b>
+                        <b>3.6.2.</b>
                     
-                    Feature selection
+                    Quantify non-number features
             
                 </a>
             
@@ -650,6 +660,11 @@
         </li>
     
 
+            </ul>
+            
+        </li>
+    
+
     
         
         <li class="header">Part IV - Evaluation</li>
@@ -2223,7 +2238,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"Run Hivemall on Amazon Elastic MapReduce","level":"1.3.6","depth":2,"next":{"title":"General Hive/Hadoop tips","level":"1.4","depth":1,"path":"tips/general_tips.md","ref":"tips/general_tips.md","articles":[{"title":"Adding rowid for each row","level":"1.4.1","depth":2,"path":"tips/rowid.md","ref":"tips/rowid.md","articles":[]},{"title":"Hadoop tuning for Hivemall","level":"1.4.2","depth":2,"path":"tips/hadoop_tuning.md","ref":"tips/hadoop_tuning.md","articles":[]}]},"previous":{"title":"Mixing models for a better prediction convergence (MIX server)","level":"1.3.5","depth":2,"path":"tips/mixserver.md","ref":"tips/mixserver.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","
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 .2","time":"2017-04-27T13:49:22.144Z"},"basePath":"..","book":{"language":""}});
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/15b9991a/userguide/tips/ensemble_learning.html
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diff --git a/userguide/tips/ensemble_learning.html b/userguide/tips/ensemble_learning.html
index 101562e..8fadf04 100644
--- a/userguide/tips/ensemble_learning.html
+++ b/userguide/tips/ensemble_learning.html
@@ -568,14 +568,14 @@
             
         </li>
     
-        <li class="chapter " data-level="3.3" data-path="../ft_engineering/tfidf.html">
+        <li class="chapter " data-level="3.3" data-path="../ft_engineering/selection.html">
             
-                <a href="../ft_engineering/tfidf.html">
+                <a href="../ft_engineering/selection.html">
             
                     
                         <b>3.3.</b>
                     
-                    TF-IDF calculation
+                    Feature Selection
             
                 </a>
             
@@ -583,30 +583,29 @@
             
         </li>
     
-        <li class="chapter " data-level="3.4" data-path="../ft_engineering/ft_trans.html">
+        <li class="chapter " data-level="3.4" data-path="../ft_engineering/binning.html">
             
-                <a href="../ft_engineering/ft_trans.html">
+                <a href="../ft_engineering/binning.html">
             
                     
                         <b>3.4.</b>
                     
-                    FEATURE TRANSFORMATION
+                    Feature Binning
             
                 </a>
             
 
             
-            <ul class="articles">
-                
+        </li>
     
-        <li class="chapter " data-level="3.4.1" data-path="../ft_engineering/vectorizer.html">
+        <li class="chapter " data-level="3.5" data-path="../ft_engineering/tfidf.html">
             
-                <a href="../ft_engineering/vectorizer.html">
+                <a href="../ft_engineering/tfidf.html">
             
                     
-                        <b>3.4.1.</b>
+                        <b>3.5.</b>
                     
-                    Vectorize Features
+                    TF-IDF Calculation
             
                 </a>
             
@@ -614,34 +613,45 @@
             
         </li>
     
-        <li class="chapter " data-level="3.4.2" data-path="../ft_engineering/quantify.html">
+        <li class="chapter " data-level="3.6" data-path="../ft_engineering/ft_trans.html">
             
-                <a href="../ft_engineering/quantify.html">
+                <a href="../ft_engineering/ft_trans.html">
             
                     
-                        <b>3.4.2.</b>
+                        <b>3.6.</b>
                     
-                    Quantify non-number features
+                    FEATURE TRANSFORMATION
             
                 </a>
             
 
             
-        </li>
+            <ul class="articles">
+                
     
+        <li class="chapter " data-level="3.6.1" data-path="../ft_engineering/vectorization.html">
+            
+                <a href="../ft_engineering/vectorization.html">
+            
+                    
+                        <b>3.6.1.</b>
+                    
+                    Feature Vectorization
+            
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+                <a href="../ft_engineering/quantify.html">
             
                     
-                        <b>3.5.</b>
+                        <b>3.6.2.</b>
                     
-                    Feature selection
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                 </a>
             
@@ -650,6 +660,11 @@
         </li>
     
 
+            </ul>
+            
+        </li>
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                         <b>3.3.</b>
                     
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@@ -583,30 +583,29 @@
             
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                         <b>3.4.</b>
                     
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@@ -614,34 +613,45 @@
             
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-                    Quantify non-number features
+                    FEATURE TRANSFORMATION
             
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+                        <b>3.6.1.</b>
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                 </a>
             
@@ -650,6 +660,11 @@
         </li>
     
 
+            </ul>
+            
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@@ -2047,7 +2062,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/15b9991a/userguide/tips/hadoop_tuning.html
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                         <b>3.4.</b>
                     
-                    FEATURE TRANSFORMATION
+                    Feature Binning
             
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+                        <b>3.6.</b>
                     
-                    Quantify non-number features
+                    FEATURE TRANSFORMATION
             
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@@ -650,6 +660,11 @@
         </li>
     
 
+            </ul>
+            
+        </li>
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-                    Quantify non-number features
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+                        <b>3.6.1.</b>
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-                        <b>3.5.</b>
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-                    Feature selection
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                 </a>
             
@@ -650,6 +660,11 @@
         </li>
     
 
+            </ul>
+            
+        </li>
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+                        <b>3.6.</b>
                     
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+                    FEATURE TRANSFORMATION
             
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/15b9991a/userguide/tips/rand_amplify.html
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diff --git a/userguide/tips/rand_amplify.html b/userguide/tips/rand_amplify.html
index ae383c3..e84f236 100644
--- a/userguide/tips/rand_amplify.html
+++ b/userguide/tips/rand_amplify.html
@@ -568,14 +568,14 @@
             
         </li>
     
-        <li class="chapter " data-level="3.3" data-path="../ft_engineering/tfidf.html">
+        <li class="chapter " data-level="3.3" data-path="../ft_engineering/selection.html">
             
-                <a href="../ft_engineering/tfidf.html">
+                <a href="../ft_engineering/selection.html">
             
                     
                         <b>3.3.</b>
                     
-                    TF-IDF calculation
+                    Feature Selection
             
                 </a>
             
@@ -583,30 +583,29 @@
             
         </li>
     
-        <li class="chapter " data-level="3.4" data-path="../ft_engineering/ft_trans.html">
+        <li class="chapter " data-level="3.4" data-path="../ft_engineering/binning.html">
             
-                <a href="../ft_engineering/ft_trans.html">
+                <a href="../ft_engineering/binning.html">
             
                     
                         <b>3.4.</b>
                     
-                    FEATURE TRANSFORMATION
+                    Feature Binning
             
                 </a>
             
 
             
-            <ul class="articles">
-                
+        </li>
     
-        <li class="chapter " data-level="3.4.1" data-path="../ft_engineering/vectorizer.html">
+        <li class="chapter " data-level="3.5" data-path="../ft_engineering/tfidf.html">
             
-                <a href="../ft_engineering/vectorizer.html">
+                <a href="../ft_engineering/tfidf.html">
             
                     
-                        <b>3.4.1.</b>
+                        <b>3.5.</b>
                     
-                    Vectorize Features
+                    TF-IDF Calculation
             
                 </a>
             
@@ -614,34 +613,45 @@
             
         </li>
     
-        <li class="chapter " data-level="3.4.2" data-path="../ft_engineering/quantify.html">
+        <li class="chapter " data-level="3.6" data-path="../ft_engineering/ft_trans.html">
             
-                <a href="../ft_engineering/quantify.html">
+                <a href="../ft_engineering/ft_trans.html">
             
                     
-                        <b>3.4.2.</b>
+                        <b>3.6.</b>
                     
-                    Quantify non-number features
+                    FEATURE TRANSFORMATION
             
                 </a>
             
 
             
-        </li>
+            <ul class="articles">
+                
     
+        <li class="chapter " data-level="3.6.1" data-path="../ft_engineering/vectorization.html">
+            
+                <a href="../ft_engineering/vectorization.html">
+            
+                    
+                        <b>3.6.1.</b>
+                    
+                    Feature Vectorization
+            
+                </a>
+            
 
-            </ul>
             
         </li>
     
-        <li class="chapter " data-level="3.5" data-path="../ft_engineering/feature_selection.html">
+        <li class="chapter " data-level="3.6.2" data-path="../ft_engineering/quantify.html">
             
-                <a href="../ft_engineering/feature_selection.html">
+                <a href="../ft_engineering/quantify.html">
             
                     
-                        <b>3.5.</b>
+                        <b>3.6.2.</b>
                     
-                    Feature selection
+                    Quantify non-number features
             
                 </a>
             
@@ -650,6 +660,11 @@
         </li>
     
 
+            </ul>
+            
+        </li>
+    
+
     
         
         <li class="header">Part IV - Evaluation</li>
@@ -2149,7 +2164,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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