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Posted to commits@hivemall.apache.org by my...@apache.org on 2017/05/08 09:01:10 UTC

[16/19] incubator-hivemall-site git commit: Added feature binning documentation

http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/15b9991a/userguide/docker/getting_started.html
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diff --git a/userguide/docker/getting_started.html b/userguide/docker/getting_started.html
index 3dd4583..9e59a7f 100644
--- a/userguide/docker/getting_started.html
+++ b/userguide/docker/getting_started.html
@@ -566,14 +566,14 @@
             
         </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>
             
@@ -581,30 +581,29 @@
             
         </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>
             
@@ -612,34 +611,45 @@
             
         </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>
             
@@ -648,6 +658,11 @@
         </li>
     
 
+            </ul>
+            
+        </li>
+    
+
     
         
         <li class="header">Part IV - Evaluation</li>
@@ -1997,7 +2012,7 @@
 <li><a href="#requirements">Requirements</a></li>
 <li><a href="#1-build-image">1. Build image</a><ul>
 <li><a href="#build-using-docker-compose">Build using docker-compose</a></li>
-<li><a href="#build-using-docker-engine">Build using docker engine</a></li>
+<li><a href="#build-using-docker-command">Build using docker command</a></li>
 </ul>
 </li>
 <li><a href="#2-run-container">2. Run container</a><ul>
@@ -2022,8 +2037,8 @@
 <h1 id="1-build-image">1. Build image</h1>
 <h2 id="build-using-docker-compose">Build using docker-compose</h2>
 <p>  <code>docker-compose -f resources/docker/docker-compose.yml build</code></p>
-<h2 id="build-using-docker-engine">Build using docker engine</h2>
-<p>  <code>docker build -f resources/docker/Dockerfile</code></p>
+<h2 id="build-using-docker-command">Build using docker command</h2>
+<p>  <code>docker build -f resources/docker/Dockerfile .</code></p>
 <h1 id="2-run-container">2. Run container</h1>
 <h2 id="run-by-docker-compose">Run by docker-compose</h2>
 <ol>
@@ -2038,7 +2053,7 @@ Refer <a href="https://docs.docker.com/engine/reference/run/" target="_blank">Do
 </ol>
 <h1 id="3-run-hivemall-on-docker">3. Run Hivemall on Docker</h1>
 <ol>
-<li>type <code>hive</code> to run (see <code>.hiverc</code> loads Hivemall functions)</li>
+<li>Type <code>hive</code> to run (<code>.hiverc</code> automatically loads Hivemall functions)</li>
 <li>Try your Hivemall queries!</li>
 </ol>
 <h2 id="load-data-into-hdfs-optional">Load data into HDFS (optional)</h2>
@@ -2102,7 +2117,7 @@ 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/eval/auc.html
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diff --git a/userguide/eval/auc.html b/userguide/eval/auc.html
index 50b91c8..92a7d06 100644
--- a/userguide/eval/auc.html
+++ b/userguide/eval/auc.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>
@@ -2140,7 +2155,7 @@ 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/eval/datagen.html
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diff --git a/userguide/eval/datagen.html b/userguide/eval/datagen.html
index 6e9a3b0..52437cb 100644
--- a/userguide/eval/datagen.html
+++ b/userguide/eval/datagen.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>
+            
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@@ -2047,7 +2062,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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@@ -583,30 +583,29 @@
             
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                         <b>3.4.</b>
                     
-                    FEATURE TRANSFORMATION
+                    Feature Binning
             
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+                <a href="../ft_engineering/tfidf.html">
             
                     
-                        <b>3.4.1.</b>
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-                    Vectorize Features
+                    TF-IDF Calculation
             
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@@ -614,34 +613,45 @@
             
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+                <a href="../ft_engineering/ft_trans.html">
             
                     
-                        <b>3.4.2.</b>
+                        <b>3.6.</b>
                     
-                    Quantify non-number features
+                    FEATURE TRANSFORMATION
             
                 </a>
             
 
             
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+            <ul class="articles">
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+        <li class="chapter " data-level="3.6.1" data-path="../ft_engineering/vectorization.html">
+            
+                <a href="../ft_engineering/vectorization.html">
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+                    
+                        <b>3.6.1.</b>
+                    
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-                        <b>3.5.</b>
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                 </a>
             
@@ -650,6 +660,11 @@
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+            </ul>
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@@ -2135,7 +2150,7 @@ 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/eval/rank.html
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diff --git a/userguide/eval/rank.html b/userguide/eval/rank.html
index 5e482b2..da01f76 100644
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@@ -568,14 +568,14 @@
             
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+                    Feature Selection
             
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@@ -583,30 +583,29 @@
             
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+                <a href="../ft_engineering/binning.html">
             
                     
                         <b>3.4.</b>
                     
-                    FEATURE TRANSFORMATION
+                    Feature Binning
             
                 </a>
             
 
             
-            <ul class="articles">
-                
+        </li>
     
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-                    Vectorize Features
+                    TF-IDF Calculation
             
                 </a>
             
@@ -614,34 +613,45 @@
             
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+                <a href="../ft_engineering/ft_trans.html">
             
                     
-                        <b>3.4.2.</b>
+                        <b>3.6.</b>
                     
-                    Quantify non-number features
+                    FEATURE TRANSFORMATION
             
                 </a>
             
 
             
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+                        <b>3.6.1.</b>
+                    
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+                <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>
+    
+
     
         
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@@ -2475,7 +2490,7 @@ 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/eval/stat_eval.html
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diff --git a/userguide/eval/stat_eval.html b/userguide/eval/stat_eval.html
index 7f34358..ea25c65 100644
--- a/userguide/eval/stat_eval.html
+++ b/userguide/eval/stat_eval.html
@@ -100,7 +100,7 @@
     <link rel="next" href="auc.html" />
     
     
-    <link rel="prev" href="../ft_engineering/feature_selection.html" />
+    <link rel="prev" href="../ft_engineering/quantify.html" />
     
 
     </head>
@@ -568,14 +568,14 @@
             
         </li>
     
-        <li class="chapter " data-level="3.3" data-path="../ft_engineering/tfidf.html">
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-                <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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+            
 
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-        <li class="chapter " data-level="3.5" data-path="../ft_engineering/feature_selection.html">
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-                <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>
@@ -2109,7 +2124,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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