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Posted to commits@hivemall.apache.org by my...@apache.org on 2017/05/08 09:00:57 UTC

[03/19] incubator-hivemall-site git commit: Added feature binning documentation

http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/15b9991a/userguide/sitemap.xml
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diff --git a/userguide/sitemap.xml b/userguide/sitemap.xml
index 962e9cc..c08ff5e 100644
--- a/userguide/sitemap.xml
+++ b/userguide/sitemap.xml
@@ -26,11 +26,12 @@
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 <url> <loc>http://hivemall.incubator.apache.org/ft_engineering/scaling.html</loc> <changefreq>weekly</changefreq> <priority>0.5</priority> </url>
 <url> <loc>http://hivemall.incubator.apache.org/ft_engineering/hashing.html</loc> <changefreq>weekly</changefreq> <priority>0.5</priority> </url>
+<url> <loc>http://hivemall.incubator.apache.org/ft_engineering/selection.html</loc> <changefreq>weekly</changefreq> <priority>0.5</priority> </url>
+<url> <loc>http://hivemall.incubator.apache.org/ft_engineering/binning.html</loc> <changefreq>weekly</changefreq> <priority>0.5</priority> </url>
 <url> <loc>http://hivemall.incubator.apache.org/ft_engineering/tfidf.html</loc> <changefreq>weekly</changefreq> <priority>0.5</priority> </url>
 <url> <loc>http://hivemall.incubator.apache.org/ft_engineering/ft_trans.html</loc> <changefreq>weekly</changefreq> <priority>0.5</priority> </url>
-<url> <loc>http://hivemall.incubator.apache.org/ft_engineering/vectorizer.html</loc> <changefreq>weekly</changefreq> <priority>0.5</priority> </url>
+<url> <loc>http://hivemall.incubator.apache.org/ft_engineering/vectorization.html</loc> <changefreq>weekly</changefreq> <priority>0.5</priority> </url>
 <url> <loc>http://hivemall.incubator.apache.org/ft_engineering/quantify.html</loc> <changefreq>weekly</changefreq> <priority>0.5</priority> </url>
-<url> <loc>http://hivemall.incubator.apache.org/ft_engineering/feature_selection.html</loc> <changefreq>weekly</changefreq> <priority>0.5</priority> </url>
 <url> <loc>http://hivemall.incubator.apache.org/eval/stat_eval.html</loc> <changefreq>weekly</changefreq> <priority>0.5</priority> </url>
 <url> <loc>http://hivemall.incubator.apache.org/eval/auc.html</loc> <changefreq>weekly</changefreq> <priority>0.5</priority> </url>
 <url> <loc>http://hivemall.incubator.apache.org/eval/rank.html</loc> <changefreq>weekly</changefreq> <priority>0.5</priority> </url>

http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/15b9991a/userguide/spark/binaryclass/a9a_df.html
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diff --git a/userguide/spark/binaryclass/a9a_df.html b/userguide/spark/binaryclass/a9a_df.html
index 9fae669..c787269 100644
--- a/userguide/spark/binaryclass/a9a_df.html
+++ b/userguide/spark/binaryclass/a9a_df.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>
@@ -2107,7 +2122,7 @@ 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/spark/binaryclass/index.html
----------------------------------------------------------------------
diff --git a/userguide/spark/binaryclass/index.html b/userguide/spark/binaryclass/index.html
index a0ff3ba..1a971f2 100644
--- a/userguide/spark/binaryclass/index.html
+++ b/userguide/spark/binaryclass/index.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>
@@ -2047,7 +2062,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/15b9991a/userguide/spark/getting_started/index.html
----------------------------------------------------------------------
diff --git a/userguide/spark/getting_started/index.html b/userguide/spark/getting_started/index.html
index 336eac6..8f10b07 100644
--- a/userguide/spark/getting_started/index.html
+++ b/userguide/spark/getting_started/index.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>
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-                        <b>3.5.</b>
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@@ -650,6 +660,11 @@
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+            </ul>
+            
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+                    FEATURE TRANSFORMATION
             
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@@ -650,6 +660,11 @@
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+                    FEATURE TRANSFORMATION
             
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@@ -650,6 +660,11 @@
         </li>
     
 
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         </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>
@@ -2111,7 +2126,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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