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Posted to commits@hivemall.apache.org by my...@apache.org on 2019/04/12 06:44:21 UTC

[incubator-hivemall-site] branch asf-site updated: Added binarize_label doc

This is an automated email from the ASF dual-hosted git repository.

myui pushed a commit to branch asf-site
in repository https://gitbox.apache.org/repos/asf/incubator-hivemall-site.git


The following commit(s) were added to refs/heads/asf-site by this push:
     new 1ed86e9  Added binarize_label doc
1ed86e9 is described below

commit 1ed86e9671872a88217b418093a7737e0febcc5f
Author: Makoto Yui <my...@apache.org>
AuthorDate: Fri Apr 12 15:44:03 2019 +0900

    Added binarize_label doc
---
 userguide/anomaly/changefinder.html                |  17 ++-
 userguide/anomaly/lof.html                         |  17 ++-
 userguide/anomaly/sst.html                         |  17 ++-
 userguide/binaryclass/a9a.html                     |  17 ++-
 userguide/binaryclass/a9a_dataset.html             |  17 ++-
 userguide/binaryclass/a9a_generic.html             |  17 ++-
 userguide/binaryclass/a9a_lr.html                  |  17 ++-
 userguide/binaryclass/a9a_minibatch.html           |  17 ++-
 userguide/binaryclass/criteo.html                  |  17 ++-
 userguide/binaryclass/criteo_dataset.html          |  17 ++-
 userguide/binaryclass/criteo_ffm.html              |  17 ++-
 userguide/binaryclass/general.html                 |  17 ++-
 userguide/binaryclass/kdd2010a.html                |  17 ++-
 userguide/binaryclass/kdd2010a_dataset.html        |  17 ++-
 userguide/binaryclass/kdd2010a_scw.html            |  17 ++-
 userguide/binaryclass/kdd2010b.html                |  17 ++-
 userguide/binaryclass/kdd2010b_arow.html           |  17 ++-
 userguide/binaryclass/kdd2010b_dataset.html        |  17 ++-
 userguide/binaryclass/news20.html                  |  17 ++-
 userguide/binaryclass/news20_adagrad.html          |  17 ++-
 userguide/binaryclass/news20_dataset.html          |  17 ++-
 userguide/binaryclass/news20_generic.html          |  17 ++-
 userguide/binaryclass/news20_pa.html               |  17 ++-
 userguide/binaryclass/news20_rf.html               |  17 ++-
 userguide/binaryclass/news20_scw.html              |  17 ++-
 userguide/binaryclass/titanic_rf.html              |  17 ++-
 userguide/binaryclass/webspam.html                 |  17 ++-
 userguide/binaryclass/webspam_dataset.html         |  17 ++-
 userguide/binaryclass/webspam_scw.html             |  17 ++-
 userguide/clustering/lda.html                      |  17 ++-
 userguide/clustering/plsa.html                     |  17 ++-
 userguide/docker/getting_started.html              |  17 ++-
 userguide/eval/auc.html                            |  17 ++-
 userguide/eval/binary_classification_measures.html |  17 ++-
 userguide/eval/datagen.html                        |  17 ++-
 userguide/eval/lr_datagen.html                     |  17 ++-
 .../eval/multilabel_classification_measures.html   |  17 ++-
 userguide/eval/rank.html                           |  17 ++-
 userguide/eval/regression.html                     |  17 ++-
 .../{term_vector.html => binarize.html}            | 151 +++++++++++++++++----
 userguide/ft_engineering/binning.html              |  17 ++-
 userguide/ft_engineering/bm25.html                 |  17 ++-
 userguide/ft_engineering/ft_trans.html             |  17 ++-
 userguide/ft_engineering/hashing.html              |  17 ++-
 userguide/ft_engineering/pairing.html              |  17 ++-
 userguide/ft_engineering/polynomial.html           |  17 ++-
 userguide/ft_engineering/quantify.html             |  19 ++-
 userguide/ft_engineering/scaling.html              |  17 ++-
 userguide/ft_engineering/selection.html            |  17 ++-
 userguide/ft_engineering/term_vector.html          |  19 ++-
 userguide/ft_engineering/tfidf.html                |  17 ++-
 userguide/ft_engineering/vectorization.html        |  17 ++-
 userguide/geospatial/latlon.html                   |  17 ++-
 userguide/getting_started/index.html               |  17 ++-
 userguide/getting_started/input-format.html        |  17 ++-
 userguide/getting_started/installation.html        |  17 ++-
 userguide/getting_started/permanent-functions.html |  17 ++-
 userguide/index.html                               |  17 ++-
 userguide/misc/approx.html                         |  17 ++-
 userguide/misc/funcs.html                          |  17 ++-
 userguide/misc/generic_funcs.html                  |  17 ++-
 userguide/misc/tokenizer.html                      |  17 ++-
 userguide/misc/topk.html                           |  17 ++-
 userguide/multiclass/iris.html                     |  17 ++-
 userguide/multiclass/iris_dataset.html             |  17 ++-
 userguide/multiclass/iris_randomforest.html        |  17 ++-
 userguide/multiclass/iris_scw.html                 |  17 ++-
 userguide/multiclass/news20.html                   |  17 ++-
 userguide/multiclass/news20_dataset.html           |  17 ++-
 userguide/multiclass/news20_ensemble.html          |  17 ++-
 userguide/multiclass/news20_one-vs-the-rest.html   |  17 ++-
 .../multiclass/news20_one-vs-the-rest_dataset.html |  17 ++-
 userguide/multiclass/news20_pa.html                |  17 ++-
 userguide/multiclass/news20_scw.html               |  17 ++-
 userguide/recommend/cf.html                        |  17 ++-
 userguide/recommend/item_based_cf.html             |  17 ++-
 userguide/recommend/movielens.html                 |  17 ++-
 userguide/recommend/movielens_cf.html              |  17 ++-
 userguide/recommend/movielens_cv.html              |  17 ++-
 userguide/recommend/movielens_dataset.html         |  17 ++-
 userguide/recommend/movielens_fm.html              |  17 ++-
 userguide/recommend/movielens_mf.html              |  17 ++-
 userguide/recommend/movielens_slim.html            |  17 ++-
 userguide/recommend/news20.html                    |  17 ++-
 userguide/recommend/news20_bbit_minhash.html       |  17 ++-
 userguide/recommend/news20_jaccard.html            |  17 ++-
 userguide/recommend/news20_knn.html                |  17 ++-
 userguide/regression/e2006.html                    |  17 ++-
 userguide/regression/e2006_arow.html               |  17 ++-
 userguide/regression/e2006_dataset.html            |  17 ++-
 userguide/regression/e2006_generic.html            |  17 ++-
 userguide/regression/general.html                  |  17 ++-
 userguide/regression/kddcup12tr2.html              |  17 ++-
 userguide/regression/kddcup12tr2_adagrad.html      |  17 ++-
 userguide/regression/kddcup12tr2_dataset.html      |  17 ++-
 userguide/regression/kddcup12tr2_lr.html           |  17 ++-
 userguide/regression/kddcup12tr2_lr_amplify.html   |  17 ++-
 userguide/search_index.json                        |   2 +-
 userguide/sitemap.xml                              |   1 +
 userguide/spark/binaryclass/a9a_df.html            |  17 ++-
 userguide/spark/binaryclass/a9a_sql.html           |  17 ++-
 userguide/spark/binaryclass/index.html             |  17 ++-
 userguide/spark/getting_started/index.html         |  17 ++-
 userguide/spark/getting_started/installation.html  |  17 ++-
 userguide/spark/misc/functions.html                |  17 ++-
 userguide/spark/misc/misc.html                     |  17 ++-
 userguide/spark/misc/topk_join.html                |  17 ++-
 userguide/spark/regression/e2006_df.html           |  17 ++-
 userguide/spark/regression/e2006_sql.html          |  17 ++-
 userguide/supervised_learning/prediction.html      |  17 ++-
 userguide/supervised_learning/tutorial.html        |  17 ++-
 userguide/tips/addbias.html                        |  17 ++-
 userguide/tips/emr.html                            |  17 ++-
 userguide/tips/ensemble_learning.html              |  17 ++-
 userguide/tips/general_tips.html                   |  17 ++-
 userguide/tips/hadoop_tuning.html                  |  17 ++-
 userguide/tips/index.html                          |  17 ++-
 userguide/tips/mixserver.html                      |  17 ++-
 userguide/tips/rand_amplify.html                   |  17 ++-
 userguide/tips/rowid.html                          |  17 ++-
 userguide/tips/rt_prediction.html                  |  17 ++-
 userguide/troubleshooting/asterisk.html            |  17 ++-
 userguide/troubleshooting/index.html               |  17 ++-
 userguide/troubleshooting/mapjoin_classcastex.html |  17 ++-
 userguide/troubleshooting/mapjoin_task_error.html  |  17 ++-
 userguide/troubleshooting/num_mappers.html         |  17 ++-
 userguide/troubleshooting/oom.html                 |  17 ++-
 127 files changed, 2114 insertions(+), 152 deletions(-)

diff --git a/userguide/anomaly/changefinder.html b/userguide/anomaly/changefinder.html
index 66ab135..3329456 100644
--- a/userguide/anomaly/changefinder.html
+++ b/userguide/anomaly/changefinder.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2608,7 +2623,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
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+            gitbook.page.hasChanged({"page":{"title":"ChangeFinder: Detecting Outlier and Change-Point Simultaneously","level":"10.3","depth":1,"next":{"title":"Latent Dirichlet Allocation","level":"11.1","depth":1,"path":"clustering/lda.md","ref":"clustering/lda.md","articles":[]},"previous":{"title":"Change-Point Detection using Singular Spectrum Transformation (SST)","level":"10.2","depth":1,"path":"anomaly/sst.md","ref":"anomaly/sst.md","articles":[]},"dir":"ltr"},"config":{"plugins" [...]
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diff --git a/userguide/anomaly/lof.html b/userguide/anomaly/lof.html
index 1892f73..ddd0791 100644
--- a/userguide/anomaly/lof.html
+++ b/userguide/anomaly/lof.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2586,7 +2601,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
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+            gitbook.page.hasChanged({"page":{"title":"Outlier Detection using Local Outlier Factor (LOF)","level":"10.1","depth":1,"next":{"title":"Change-Point Detection using Singular Spectrum Transformation (SST)","level":"10.2","depth":1,"path":"anomaly/sst.md","ref":"anomaly/sst.md","articles":[]},"previous":{"title":"10-fold Cross Validation (Matrix Factorization)","level":"9.3.6","depth":2,"path":"recommend/movielens_cv.md","ref":"recommend/movielens_cv.md","articles":[]},"dir":"l [...]
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diff --git a/userguide/anomaly/sst.html b/userguide/anomaly/sst.html
index 3135831..0fe9a3f 100644
--- a/userguide/anomaly/sst.html
+++ b/userguide/anomaly/sst.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2594,7 +2609,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"Change-Point Detection using Singular Spectrum Transformation (SST)","level":"10.2","depth":1,"next":{"title":"ChangeFinder: Detecting Outlier and Change-Point Simultaneously","level":"10.3","depth":1,"path":"anomaly/changefinder.md","ref":"anomaly/changefinder.md","articles":[]},"previous":{"title":"Outlier Detection using Local Outlier Factor (LOF)","level":"10.1","depth":1,"path":"anomaly/lof.md","ref":"anomaly/lof.md","articles":[ [...]
+            gitbook.page.hasChanged({"page":{"title":"Change-Point Detection using Singular Spectrum Transformation (SST)","level":"10.2","depth":1,"next":{"title":"ChangeFinder: Detecting Outlier and Change-Point Simultaneously","level":"10.3","depth":1,"path":"anomaly/changefinder.md","ref":"anomaly/changefinder.md","articles":[]},"previous":{"title":"Outlier Detection using Local Outlier Factor (LOF)","level":"10.1","depth":1,"path":"anomaly/lof.md","ref":"anomaly/lof.md","articles":[ [...]
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diff --git a/userguide/binaryclass/a9a.html b/userguide/binaryclass/a9a.html
index e4b47d1..0b43f68 100644
--- a/userguide/binaryclass/a9a.html
+++ b/userguide/binaryclass/a9a.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2417,7 +2432,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"a9a Tutorial","level":"6.2","depth":1,"next":{"title":"Data Preparation","level":"6.2.1","depth":2,"path":"binaryclass/a9a_dataset.md","ref":"binaryclass/a9a_dataset.md","articles":[]},"previous":{"title":"Binary Classification","level":"6.1","depth":1,"path":"binaryclass/general.md","ref":"binaryclass/general.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts"," [...]
+            gitbook.page.hasChanged({"page":{"title":"a9a Tutorial","level":"6.2","depth":1,"next":{"title":"Data Preparation","level":"6.2.1","depth":2,"path":"binaryclass/a9a_dataset.md","ref":"binaryclass/a9a_dataset.md","articles":[]},"previous":{"title":"Binary Classification","level":"6.1","depth":1,"path":"binaryclass/general.md","ref":"binaryclass/general.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts"," [...]
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diff --git a/userguide/binaryclass/a9a_dataset.html b/userguide/binaryclass/a9a_dataset.html
index 3a4232b..e22bd67 100644
--- a/userguide/binaryclass/a9a_dataset.html
+++ b/userguide/binaryclass/a9a_dataset.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2447,7 +2462,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"Data Preparation","level":"6.2.1","depth":2,"next":{"title":"General Binary Classifier","level":"6.2.2","depth":2,"path":"binaryclass/a9a_generic.md","ref":"binaryclass/a9a_generic.md","articles":[]},"previous":{"title":"a9a Tutorial","level":"6.2","depth":1,"path":"binaryclass/a9a.md","ref":"binaryclass/a9a.md","articles":[{"title":"Data Preparation","level":"6.2.1","depth":2,"path":"binaryclass/a9a_dataset.md","ref":"binaryclass/a9a [...]
+            gitbook.page.hasChanged({"page":{"title":"Data Preparation","level":"6.2.1","depth":2,"next":{"title":"General Binary Classifier","level":"6.2.2","depth":2,"path":"binaryclass/a9a_generic.md","ref":"binaryclass/a9a_generic.md","articles":[]},"previous":{"title":"a9a Tutorial","level":"6.2","depth":1,"path":"binaryclass/a9a.md","ref":"binaryclass/a9a.md","articles":[{"title":"Data Preparation","level":"6.2.1","depth":2,"path":"binaryclass/a9a_dataset.md","ref":"binaryclass/a9a [...]
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diff --git a/userguide/binaryclass/a9a_generic.html b/userguide/binaryclass/a9a_generic.html
index b422318..7855ece 100644
--- a/userguide/binaryclass/a9a_generic.html
+++ b/userguide/binaryclass/a9a_generic.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2545,7 +2560,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"General Binary Classifier","level":"6.2.2","depth":2,"next":{"title":"Logistic Regression","level":"6.2.3","depth":2,"path":"binaryclass/a9a_lr.md","ref":"binaryclass/a9a_lr.md","articles":[]},"previous":{"title":"Data Preparation","level":"6.2.1","depth":2,"path":"binaryclass/a9a_dataset.md","ref":"binaryclass/a9a_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc" [...]
+            gitbook.page.hasChanged({"page":{"title":"General Binary Classifier","level":"6.2.2","depth":2,"next":{"title":"Logistic Regression","level":"6.2.3","depth":2,"path":"binaryclass/a9a_lr.md","ref":"binaryclass/a9a_lr.md","articles":[]},"previous":{"title":"Data Preparation","level":"6.2.1","depth":2,"path":"binaryclass/a9a_dataset.md","ref":"binaryclass/a9a_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc" [...]
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diff --git a/userguide/binaryclass/a9a_lr.html b/userguide/binaryclass/a9a_lr.html
index 5510161..14ffef8 100644
--- a/userguide/binaryclass/a9a_lr.html
+++ b/userguide/binaryclass/a9a_lr.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2490,7 +2505,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"Logistic Regression","level":"6.2.3","depth":2,"next":{"title":"Mini-batch Gradient Descent","level":"6.2.4","depth":2,"path":"binaryclass/a9a_minibatch.md","ref":"binaryclass/a9a_minibatch.md","articles":[]},"previous":{"title":"General Binary Classifier","level":"6.2.2","depth":2,"path":"binaryclass/a9a_generic.md","ref":"binaryclass/a9a_generic.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","s [...]
+            gitbook.page.hasChanged({"page":{"title":"Logistic Regression","level":"6.2.3","depth":2,"next":{"title":"Mini-batch Gradient Descent","level":"6.2.4","depth":2,"path":"binaryclass/a9a_minibatch.md","ref":"binaryclass/a9a_minibatch.md","articles":[]},"previous":{"title":"General Binary Classifier","level":"6.2.2","depth":2,"path":"binaryclass/a9a_generic.md","ref":"binaryclass/a9a_generic.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","s [...]
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diff --git a/userguide/binaryclass/a9a_minibatch.html b/userguide/binaryclass/a9a_minibatch.html
index ddbf5e6..2318580 100644
--- a/userguide/binaryclass/a9a_minibatch.html
+++ b/userguide/binaryclass/a9a_minibatch.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2463,7 +2478,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"Mini-batch Gradient Descent","level":"6.2.4","depth":2,"next":{"title":"News20 Tutorial","level":"6.3","depth":1,"path":"binaryclass/news20.md","ref":"binaryclass/news20.md","articles":[{"title":"Data Preparation","level":"6.3.1","depth":2,"path":"binaryclass/news20_dataset.md","ref":"binaryclass/news20_dataset.md","articles":[]},{"title":"Perceptron, Passive Aggressive","level":"6.3.2","depth":2,"path":"binaryclass/news20_pa.md","ref [...]
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diff --git a/userguide/binaryclass/criteo.html b/userguide/binaryclass/criteo.html
index 036db96..7f0d93c 100644
--- a/userguide/binaryclass/criteo.html
+++ b/userguide/binaryclass/criteo.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2418,7 +2433,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
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+            gitbook.page.hasChanged({"page":{"title":"Criteo Tutorial","level":"6.8","depth":1,"next":{"title":"Data Preparation","level":"6.8.1","depth":2,"path":"binaryclass/criteo_dataset.md","ref":"binaryclass/criteo_dataset.md","articles":[]},"previous":{"title":"Kaggle Titanic Tutorial","level":"6.7","depth":1,"path":"binaryclass/titanic_rf.md","ref":"binaryclass/titanic_rf.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","e [...]
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diff --git a/userguide/binaryclass/criteo_dataset.html b/userguide/binaryclass/criteo_dataset.html
index f561252..14df5c1 100644
--- a/userguide/binaryclass/criteo_dataset.html
+++ b/userguide/binaryclass/criteo_dataset.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2480,7 +2495,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
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+            gitbook.page.hasChanged({"page":{"title":"Data Preparation","level":"6.8.1","depth":2,"next":{"title":"Field-Aware Factorization Machines","level":"6.8.2","depth":2,"path":"binaryclass/criteo_ffm.md","ref":"binaryclass/criteo_ffm.md","articles":[]},"previous":{"title":"Criteo Tutorial","level":"6.8","depth":1,"path":"binaryclass/criteo.md","ref":"binaryclass/criteo.md","articles":[{"title":"Data Preparation","level":"6.8.1","depth":2,"path":"binaryclass/criteo_dataset.md","re [...]
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 </div>
diff --git a/userguide/binaryclass/criteo_ffm.html b/userguide/binaryclass/criteo_ffm.html
index c7b7c7d..d2f181e 100644
--- a/userguide/binaryclass/criteo_ffm.html
+++ b/userguide/binaryclass/criteo_ffm.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2714,7 +2729,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
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+            gitbook.page.hasChanged({"page":{"title":"Field-Aware Factorization Machines","level":"6.8.2","depth":2,"next":{"title":"News20 Multiclass Tutorial","level":"7.1","depth":1,"path":"multiclass/news20.md","ref":"multiclass/news20.md","articles":[{"title":"Data Preparation","level":"7.1.1","depth":2,"path":"multiclass/news20_dataset.md","ref":"multiclass/news20_dataset.md","articles":[]},{"title":"Data Preparation for one-vs-the-rest classifiers","level":"7.1.2","depth":2,"path" [...]
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     </script>
 </div>
diff --git a/userguide/binaryclass/general.html b/userguide/binaryclass/general.html
index cc1f806..9614a2b 100644
--- a/userguide/binaryclass/general.html
+++ b/userguide/binaryclass/general.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2523,7 +2538,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"Binary Classification","level":"6.1","depth":1,"next":{"title":"a9a Tutorial","level":"6.2","depth":1,"path":"binaryclass/a9a.md","ref":"binaryclass/a9a.md","articles":[{"title":"Data Preparation","level":"6.2.1","depth":2,"path":"binaryclass/a9a_dataset.md","ref":"binaryclass/a9a_dataset.md","articles":[]},{"title":"General Binary Classifier","level":"6.2.2","depth":2,"path":"binaryclass/a9a_generic.md","ref":"binaryclass/a9a_generic [...]
+            gitbook.page.hasChanged({"page":{"title":"Binary Classification","level":"6.1","depth":1,"next":{"title":"a9a Tutorial","level":"6.2","depth":1,"path":"binaryclass/a9a.md","ref":"binaryclass/a9a.md","articles":[{"title":"Data Preparation","level":"6.2.1","depth":2,"path":"binaryclass/a9a_dataset.md","ref":"binaryclass/a9a_dataset.md","articles":[]},{"title":"General Binary Classifier","level":"6.2.2","depth":2,"path":"binaryclass/a9a_generic.md","ref":"binaryclass/a9a_generic [...]
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 </div>
diff --git a/userguide/binaryclass/kdd2010a.html b/userguide/binaryclass/kdd2010a.html
index d11d159..d5815d4 100644
--- a/userguide/binaryclass/kdd2010a.html
+++ b/userguide/binaryclass/kdd2010a.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2417,7 +2432,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"KDD2010a Tutorial","level":"6.4","depth":1,"next":{"title":"Data Preparation","level":"6.4.1","depth":2,"path":"binaryclass/kdd2010a_dataset.md","ref":"binaryclass/kdd2010a_dataset.md","articles":[]},"previous":{"title":"Random Forest","level":"6.3.6","depth":2,"path":"binaryclass/news20_rf.md","ref":"binaryclass/news20_rf.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc" [...]
+            gitbook.page.hasChanged({"page":{"title":"KDD2010a Tutorial","level":"6.4","depth":1,"next":{"title":"Data Preparation","level":"6.4.1","depth":2,"path":"binaryclass/kdd2010a_dataset.md","ref":"binaryclass/kdd2010a_dataset.md","articles":[]},"previous":{"title":"Random Forest","level":"6.3.6","depth":2,"path":"binaryclass/news20_rf.md","ref":"binaryclass/news20_rf.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc" [...]
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 </div>
diff --git a/userguide/binaryclass/kdd2010a_dataset.html b/userguide/binaryclass/kdd2010a_dataset.html
index 33c290c..53440b9 100644
--- a/userguide/binaryclass/kdd2010a_dataset.html
+++ b/userguide/binaryclass/kdd2010a_dataset.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2484,7 +2499,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
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+            gitbook.page.hasChanged({"page":{"title":"Data Preparation","level":"6.4.1","depth":2,"next":{"title":"PA, CW, AROW, SCW","level":"6.4.2","depth":2,"path":"binaryclass/kdd2010a_scw.md","ref":"binaryclass/kdd2010a_scw.md","articles":[]},"previous":{"title":"KDD2010a Tutorial","level":"6.4","depth":1,"path":"binaryclass/kdd2010a.md","ref":"binaryclass/kdd2010a.md","articles":[{"title":"Data Preparation","level":"6.4.1","depth":2,"path":"binaryclass/kdd2010a_dataset.md","ref":"b [...]
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diff --git a/userguide/binaryclass/kdd2010a_scw.html b/userguide/binaryclass/kdd2010a_scw.html
index 4c265a6..ecc7fe2 100644
--- a/userguide/binaryclass/kdd2010a_scw.html
+++ b/userguide/binaryclass/kdd2010a_scw.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2617,7 +2632,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"PA, CW, AROW, SCW","level":"6.4.2","depth":2,"next":{"title":"KDD2010b Tutorial","level":"6.5","depth":1,"path":"binaryclass/kdd2010b.md","ref":"binaryclass/kdd2010b.md","articles":[{"title":"Data Preparation","level":"6.5.1","depth":2,"path":"binaryclass/kdd2010b_dataset.md","ref":"binaryclass/kdd2010b_dataset.md","articles":[]},{"title":"AROW","level":"6.5.2","depth":2,"path":"binaryclass/kdd2010b_arow.md","ref":"binaryclass/kdd2010 [...]
+            gitbook.page.hasChanged({"page":{"title":"PA, CW, AROW, SCW","level":"6.4.2","depth":2,"next":{"title":"KDD2010b Tutorial","level":"6.5","depth":1,"path":"binaryclass/kdd2010b.md","ref":"binaryclass/kdd2010b.md","articles":[{"title":"Data Preparation","level":"6.5.1","depth":2,"path":"binaryclass/kdd2010b_dataset.md","ref":"binaryclass/kdd2010b_dataset.md","articles":[]},{"title":"AROW","level":"6.5.2","depth":2,"path":"binaryclass/kdd2010b_arow.md","ref":"binaryclass/kdd2010 [...]
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 </div>
diff --git a/userguide/binaryclass/kdd2010b.html b/userguide/binaryclass/kdd2010b.html
index 8160ee5..877326b 100644
--- a/userguide/binaryclass/kdd2010b.html
+++ b/userguide/binaryclass/kdd2010b.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2417,7 +2432,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"KDD2010b Tutorial","level":"6.5","depth":1,"next":{"title":"Data Preparation","level":"6.5.1","depth":2,"path":"binaryclass/kdd2010b_dataset.md","ref":"binaryclass/kdd2010b_dataset.md","articles":[]},"previous":{"title":"PA, CW, AROW, SCW","level":"6.4.2","depth":2,"path":"binaryclass/kdd2010a_scw.md","ref":"binaryclass/kdd2010a_scw.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitem [...]
+            gitbook.page.hasChanged({"page":{"title":"KDD2010b Tutorial","level":"6.5","depth":1,"next":{"title":"Data Preparation","level":"6.5.1","depth":2,"path":"binaryclass/kdd2010b_dataset.md","ref":"binaryclass/kdd2010b_dataset.md","articles":[]},"previous":{"title":"PA, CW, AROW, SCW","level":"6.4.2","depth":2,"path":"binaryclass/kdd2010a_scw.md","ref":"binaryclass/kdd2010a_scw.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitem [...]
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 </div>
diff --git a/userguide/binaryclass/kdd2010b_arow.html b/userguide/binaryclass/kdd2010b_arow.html
index a972177..fcd0bcb 100644
--- a/userguide/binaryclass/kdd2010b_arow.html
+++ b/userguide/binaryclass/kdd2010b_arow.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2463,7 +2478,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
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+            gitbook.page.hasChanged({"page":{"title":"AROW","level":"6.5.2","depth":2,"next":{"title":"Webspam Tutorial","level":"6.6","depth":1,"path":"binaryclass/webspam.md","ref":"binaryclass/webspam.md","articles":[{"title":"Data Pareparation","level":"6.6.1","depth":2,"path":"binaryclass/webspam_dataset.md","ref":"binaryclass/webspam_dataset.md","articles":[]},{"title":"PA1, AROW, SCW","level":"6.6.2","depth":2,"path":"binaryclass/webspam_scw.md","ref":"binaryclass/webspam_scw.md", [...]
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 </div>
diff --git a/userguide/binaryclass/kdd2010b_dataset.html b/userguide/binaryclass/kdd2010b_dataset.html
index 14dc818..2275f67 100644
--- a/userguide/binaryclass/kdd2010b_dataset.html
+++ b/userguide/binaryclass/kdd2010b_dataset.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2471,7 +2486,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"Data Preparation","level":"6.5.1","depth":2,"next":{"title":"AROW","level":"6.5.2","depth":2,"path":"binaryclass/kdd2010b_arow.md","ref":"binaryclass/kdd2010b_arow.md","articles":[]},"previous":{"title":"KDD2010b Tutorial","level":"6.5","depth":1,"path":"binaryclass/kdd2010b.md","ref":"binaryclass/kdd2010b.md","articles":[{"title":"Data Preparation","level":"6.5.1","depth":2,"path":"binaryclass/kdd2010b_dataset.md","ref":"binaryclass/ [...]
+            gitbook.page.hasChanged({"page":{"title":"Data Preparation","level":"6.5.1","depth":2,"next":{"title":"AROW","level":"6.5.2","depth":2,"path":"binaryclass/kdd2010b_arow.md","ref":"binaryclass/kdd2010b_arow.md","articles":[]},"previous":{"title":"KDD2010b Tutorial","level":"6.5","depth":1,"path":"binaryclass/kdd2010b.md","ref":"binaryclass/kdd2010b.md","articles":[{"title":"Data Preparation","level":"6.5.1","depth":2,"path":"binaryclass/kdd2010b_dataset.md","ref":"binaryclass/ [...]
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 </div>
diff --git a/userguide/binaryclass/news20.html b/userguide/binaryclass/news20.html
index 4e1e3aa..94d1950 100644
--- a/userguide/binaryclass/news20.html
+++ b/userguide/binaryclass/news20.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2417,7 +2432,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"News20 Tutorial","level":"6.3","depth":1,"next":{"title":"Data Preparation","level":"6.3.1","depth":2,"path":"binaryclass/news20_dataset.md","ref":"binaryclass/news20_dataset.md","articles":[]},"previous":{"title":"Mini-batch Gradient Descent","level":"6.2.4","depth":2,"path":"binaryclass/a9a_minibatch.md","ref":"binaryclass/a9a_minibatch.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter", [...]
+            gitbook.page.hasChanged({"page":{"title":"News20 Tutorial","level":"6.3","depth":1,"next":{"title":"Data Preparation","level":"6.3.1","depth":2,"path":"binaryclass/news20_dataset.md","ref":"binaryclass/news20_dataset.md","articles":[]},"previous":{"title":"Mini-batch Gradient Descent","level":"6.2.4","depth":2,"path":"binaryclass/a9a_minibatch.md","ref":"binaryclass/a9a_minibatch.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter", [...]
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 </div>
diff --git a/userguide/binaryclass/news20_adagrad.html b/userguide/binaryclass/news20_adagrad.html
index 7505f46..1f4d847 100644
--- a/userguide/binaryclass/news20_adagrad.html
+++ b/userguide/binaryclass/news20_adagrad.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2578,7 +2593,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"AdaGradRDA, AdaGrad, AdaDelta","level":"6.3.5","depth":2,"next":{"title":"Random Forest","level":"6.3.6","depth":2,"path":"binaryclass/news20_rf.md","ref":"binaryclass/news20_rf.md","articles":[]},"previous":{"title":"General Binary Classifier","level":"6.3.4","depth":2,"path":"binaryclass/news20_generic.md","ref":"binaryclass/news20_generic.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitte [...]
+            gitbook.page.hasChanged({"page":{"title":"AdaGradRDA, AdaGrad, AdaDelta","level":"6.3.5","depth":2,"next":{"title":"Random Forest","level":"6.3.6","depth":2,"path":"binaryclass/news20_rf.md","ref":"binaryclass/news20_rf.md","articles":[]},"previous":{"title":"General Binary Classifier","level":"6.3.4","depth":2,"path":"binaryclass/news20_generic.md","ref":"binaryclass/news20_generic.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitte [...]
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diff --git a/userguide/binaryclass/news20_dataset.html b/userguide/binaryclass/news20_dataset.html
index d23c391..f55690f 100644
--- a/userguide/binaryclass/news20_dataset.html
+++ b/userguide/binaryclass/news20_dataset.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2486,7 +2501,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"Data Preparation","level":"6.3.1","depth":2,"next":{"title":"Perceptron, Passive Aggressive","level":"6.3.2","depth":2,"path":"binaryclass/news20_pa.md","ref":"binaryclass/news20_pa.md","articles":[]},"previous":{"title":"News20 Tutorial","level":"6.3","depth":1,"path":"binaryclass/news20.md","ref":"binaryclass/news20.md","articles":[{"title":"Data Preparation","level":"6.3.1","depth":2,"path":"binaryclass/news20_dataset.md","ref":"bi [...]
+            gitbook.page.hasChanged({"page":{"title":"Data Preparation","level":"6.3.1","depth":2,"next":{"title":"Perceptron, Passive Aggressive","level":"6.3.2","depth":2,"path":"binaryclass/news20_pa.md","ref":"binaryclass/news20_pa.md","articles":[]},"previous":{"title":"News20 Tutorial","level":"6.3","depth":1,"path":"binaryclass/news20.md","ref":"binaryclass/news20.md","articles":[{"title":"Data Preparation","level":"6.3.1","depth":2,"path":"binaryclass/news20_dataset.md","ref":"bi [...]
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diff --git a/userguide/binaryclass/news20_generic.html b/userguide/binaryclass/news20_generic.html
index 15fe891..a1facb9 100644
--- a/userguide/binaryclass/news20_generic.html
+++ b/userguide/binaryclass/news20_generic.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2478,7 +2493,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
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+            gitbook.page.hasChanged({"page":{"title":"General Binary Classifier","level":"6.3.4","depth":2,"next":{"title":"AdaGradRDA, AdaGrad, AdaDelta","level":"6.3.5","depth":2,"path":"binaryclass/news20_adagrad.md","ref":"binaryclass/news20_adagrad.md","articles":[]},"previous":{"title":"CW, AROW, SCW","level":"6.3.3","depth":2,"path":"binaryclass/news20_scw.md","ref":"binaryclass/news20_scw.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","split [...]
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diff --git a/userguide/binaryclass/news20_pa.html b/userguide/binaryclass/news20_pa.html
index ceae692..a13bedd 100644
--- a/userguide/binaryclass/news20_pa.html
+++ b/userguide/binaryclass/news20_pa.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2598,7 +2613,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
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+            gitbook.page.hasChanged({"page":{"title":"Perceptron, Passive Aggressive","level":"6.3.2","depth":2,"next":{"title":"CW, AROW, SCW","level":"6.3.3","depth":2,"path":"binaryclass/news20_scw.md","ref":"binaryclass/news20_scw.md","articles":[]},"previous":{"title":"Data Preparation","level":"6.3.1","depth":2,"path":"binaryclass/news20_dataset.md","ref":"binaryclass/news20_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","si [...]
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 </div>
diff --git a/userguide/binaryclass/news20_rf.html b/userguide/binaryclass/news20_rf.html
index a92bc73..f5ea0f5 100644
--- a/userguide/binaryclass/news20_rf.html
+++ b/userguide/binaryclass/news20_rf.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2487,7 +2502,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
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+            gitbook.page.hasChanged({"page":{"title":"Random Forest","level":"6.3.6","depth":2,"next":{"title":"KDD2010a Tutorial","level":"6.4","depth":1,"path":"binaryclass/kdd2010a.md","ref":"binaryclass/kdd2010a.md","articles":[{"title":"Data Preparation","level":"6.4.1","depth":2,"path":"binaryclass/kdd2010a_dataset.md","ref":"binaryclass/kdd2010a_dataset.md","articles":[]},{"title":"PA, CW, AROW, SCW","level":"6.4.2","depth":2,"path":"binaryclass/kdd2010a_scw.md","ref":"binaryclass [...]
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 </div>
diff --git a/userguide/binaryclass/news20_scw.html b/userguide/binaryclass/news20_scw.html
index 81eaa39..45ca512 100644
--- a/userguide/binaryclass/news20_scw.html
+++ b/userguide/binaryclass/news20_scw.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2648,7 +2663,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"CW, AROW, SCW","level":"6.3.3","depth":2,"next":{"title":"General Binary Classifier","level":"6.3.4","depth":2,"path":"binaryclass/news20_generic.md","ref":"binaryclass/news20_generic.md","articles":[]},"previous":{"title":"Perceptron, Passive Aggressive","level":"6.3.2","depth":2,"path":"binaryclass/news20_pa.md","ref":"binaryclass/news20_pa.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitt [...]
+            gitbook.page.hasChanged({"page":{"title":"CW, AROW, SCW","level":"6.3.3","depth":2,"next":{"title":"General Binary Classifier","level":"6.3.4","depth":2,"path":"binaryclass/news20_generic.md","ref":"binaryclass/news20_generic.md","articles":[]},"previous":{"title":"Perceptron, Passive Aggressive","level":"6.3.2","depth":2,"path":"binaryclass/news20_pa.md","ref":"binaryclass/news20_pa.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitt [...]
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 </div>
diff --git a/userguide/binaryclass/titanic_rf.html b/userguide/binaryclass/titanic_rf.html
index 097792b..4f94964 100644
--- a/userguide/binaryclass/titanic_rf.html
+++ b/userguide/binaryclass/titanic_rf.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2760,7 +2775,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"Kaggle Titanic Tutorial","level":"6.7","depth":1,"next":{"title":"Criteo Tutorial","level":"6.8","depth":1,"path":"binaryclass/criteo.md","ref":"binaryclass/criteo.md","articles":[{"title":"Data Preparation","level":"6.8.1","depth":2,"path":"binaryclass/criteo_dataset.md","ref":"binaryclass/criteo_dataset.md","articles":[]},{"title":"Field-Aware Factorization Machines","level":"6.8.2","depth":2,"path":"binaryclass/criteo_ffm.md","ref" [...]
+            gitbook.page.hasChanged({"page":{"title":"Kaggle Titanic Tutorial","level":"6.7","depth":1,"next":{"title":"Criteo Tutorial","level":"6.8","depth":1,"path":"binaryclass/criteo.md","ref":"binaryclass/criteo.md","articles":[{"title":"Data Preparation","level":"6.8.1","depth":2,"path":"binaryclass/criteo_dataset.md","ref":"binaryclass/criteo_dataset.md","articles":[]},{"title":"Field-Aware Factorization Machines","level":"6.8.2","depth":2,"path":"binaryclass/criteo_ffm.md","ref" [...]
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 </div>
diff --git a/userguide/binaryclass/webspam.html b/userguide/binaryclass/webspam.html
index f1aa68d..8920a3e 100644
--- a/userguide/binaryclass/webspam.html
+++ b/userguide/binaryclass/webspam.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2417,7 +2432,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"Webspam Tutorial","level":"6.6","depth":1,"next":{"title":"Data Pareparation","level":"6.6.1","depth":2,"path":"binaryclass/webspam_dataset.md","ref":"binaryclass/webspam_dataset.md","articles":[]},"previous":{"title":"AROW","level":"6.5.2","depth":2,"path":"binaryclass/kdd2010b_arow.md","ref":"binaryclass/kdd2010b_arow.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","c [...]
+            gitbook.page.hasChanged({"page":{"title":"Webspam Tutorial","level":"6.6","depth":1,"next":{"title":"Data Pareparation","level":"6.6.1","depth":2,"path":"binaryclass/webspam_dataset.md","ref":"binaryclass/webspam_dataset.md","articles":[]},"previous":{"title":"AROW","level":"6.5.2","depth":2,"path":"binaryclass/kdd2010b_arow.md","ref":"binaryclass/kdd2010b_arow.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","c [...]
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 </div>
diff --git a/userguide/binaryclass/webspam_dataset.html b/userguide/binaryclass/webspam_dataset.html
index 70dead8..d6413b5 100644
--- a/userguide/binaryclass/webspam_dataset.html
+++ b/userguide/binaryclass/webspam_dataset.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2487,7 +2502,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"Data Pareparation","level":"6.6.1","depth":2,"next":{"title":"PA1, AROW, SCW","level":"6.6.2","depth":2,"path":"binaryclass/webspam_scw.md","ref":"binaryclass/webspam_scw.md","articles":[]},"previous":{"title":"Webspam Tutorial","level":"6.6","depth":1,"path":"binaryclass/webspam.md","ref":"binaryclass/webspam.md","articles":[{"title":"Data Pareparation","level":"6.6.1","depth":2,"path":"binaryclass/webspam_dataset.md","ref":"binarycl [...]
+            gitbook.page.hasChanged({"page":{"title":"Data Pareparation","level":"6.6.1","depth":2,"next":{"title":"PA1, AROW, SCW","level":"6.6.2","depth":2,"path":"binaryclass/webspam_scw.md","ref":"binaryclass/webspam_scw.md","articles":[]},"previous":{"title":"Webspam Tutorial","level":"6.6","depth":1,"path":"binaryclass/webspam.md","ref":"binaryclass/webspam.md","articles":[{"title":"Data Pareparation","level":"6.6.1","depth":2,"path":"binaryclass/webspam_dataset.md","ref":"binarycl [...]
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 </div>
diff --git a/userguide/binaryclass/webspam_scw.html b/userguide/binaryclass/webspam_scw.html
index 2cfe1b4..969f646 100644
--- a/userguide/binaryclass/webspam_scw.html
+++ b/userguide/binaryclass/webspam_scw.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2547,7 +2562,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"PA1, AROW, SCW","level":"6.6.2","depth":2,"next":{"title":"Kaggle Titanic Tutorial","level":"6.7","depth":1,"path":"binaryclass/titanic_rf.md","ref":"binaryclass/titanic_rf.md","articles":[]},"previous":{"title":"Data Pareparation","level":"6.6.1","depth":2,"path":"binaryclass/webspam_dataset.md","ref":"binaryclass/webspam_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap [...]
+            gitbook.page.hasChanged({"page":{"title":"PA1, AROW, SCW","level":"6.6.2","depth":2,"next":{"title":"Kaggle Titanic Tutorial","level":"6.7","depth":1,"path":"binaryclass/titanic_rf.md","ref":"binaryclass/titanic_rf.md","articles":[]},"previous":{"title":"Data Pareparation","level":"6.6.1","depth":2,"path":"binaryclass/webspam_dataset.md","ref":"binaryclass/webspam_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap [...]
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 </div>
diff --git a/userguide/clustering/lda.html b/userguide/clustering/lda.html
index a650d9c..90e4cb7 100644
--- a/userguide/clustering/lda.html
+++ b/userguide/clustering/lda.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2711,7 +2726,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"Latent Dirichlet Allocation","level":"11.1","depth":1,"next":{"title":"Probabilistic Latent Semantic Analysis","level":"11.2","depth":1,"path":"clustering/plsa.md","ref":"clustering/plsa.md","articles":[]},"previous":{"title":"ChangeFinder: Detecting Outlier and Change-Point Simultaneously","level":"10.3","depth":1,"path":"anomaly/changefinder.md","ref":"anomaly/changefinder.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme- [...]
+            gitbook.page.hasChanged({"page":{"title":"Latent Dirichlet Allocation","level":"11.1","depth":1,"next":{"title":"Probabilistic Latent Semantic Analysis","level":"11.2","depth":1,"path":"clustering/plsa.md","ref":"clustering/plsa.md","articles":[]},"previous":{"title":"ChangeFinder: Detecting Outlier and Change-Point Simultaneously","level":"10.3","depth":1,"path":"anomaly/changefinder.md","ref":"anomaly/changefinder.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme- [...]
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 </div>
diff --git a/userguide/clustering/plsa.html b/userguide/clustering/plsa.html
index 908f0d0..71cef7a 100644
--- a/userguide/clustering/plsa.html
+++ b/userguide/clustering/plsa.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2666,7 +2681,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"Probabilistic Latent Semantic Analysis","level":"11.2","depth":1,"next":{"title":"Lat/Lon functions","level":"12.1","depth":1,"path":"geospatial/latlon.md","ref":"geospatial/latlon.md","articles":[]},"previous":{"title":"Latent Dirichlet Allocation","level":"11.1","depth":1,"path":"clustering/lda.md","ref":"clustering/lda.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc", [...]
+            gitbook.page.hasChanged({"page":{"title":"Probabilistic Latent Semantic Analysis","level":"11.2","depth":1,"next":{"title":"Lat/Lon functions","level":"12.1","depth":1,"path":"geospatial/latlon.md","ref":"geospatial/latlon.md","articles":[]},"previous":{"title":"Latent Dirichlet Allocation","level":"11.1","depth":1,"path":"clustering/lda.md","ref":"clustering/lda.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc", [...]
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 </div>
diff --git a/userguide/docker/getting_started.html b/userguide/docker/getting_started.html
index c9ce7eb..62887e8 100644
--- a/userguide/docker/getting_started.html
+++ b/userguide/docker/getting_started.html
@@ -708,6 +708,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2509,7 +2524,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"Getting Started","level":"14.1","depth":1,"next":{"title":"Hivemall on Apache Pig","level":"15.1","depth":1,"url":"https://github.com/daijyc/hivemall/wiki/PigHome","ref":"https://github.com/daijyc/hivemall/wiki/PigHome","articles":[]},"previous":{"title":"Other Utility Functions","level":"13.4.2","depth":2,"path":"spark/misc/functions.md","ref":"spark/misc/functions.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edi [...]
+            gitbook.page.hasChanged({"page":{"title":"Getting Started","level":"14.1","depth":1,"next":{"title":"Hivemall on Apache Pig","level":"15.1","depth":1,"url":"https://github.com/daijyc/hivemall/wiki/PigHome","ref":"https://github.com/daijyc/hivemall/wiki/PigHome","articles":[]},"previous":{"title":"Other Utility Functions","level":"13.4.2","depth":2,"path":"spark/misc/functions.md","ref":"spark/misc/functions.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edi [...]
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 </div>
diff --git a/userguide/eval/auc.html b/userguide/eval/auc.html
index 36d43bc..4c3321d 100644
--- a/userguide/eval/auc.html
+++ b/userguide/eval/auc.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2517,7 +2532,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"Area under the ROC curve","level":"4.1.1","depth":2,"next":{"title":"Multi-label Classification Metrics","level":"4.2","depth":1,"path":"eval/multilabel_classification_measures.md","ref":"eval/multilabel_classification_measures.md","articles":[]},"previous":{"title":"Binary Classification Metrics","level":"4.1","depth":1,"path":"eval/binary_classification_measures.md","ref":"eval/binary_classification_measures.md","articles":[{"title" [...]
+            gitbook.page.hasChanged({"page":{"title":"Area under the ROC curve","level":"4.1.1","depth":2,"next":{"title":"Multi-label Classification Metrics","level":"4.2","depth":1,"path":"eval/multilabel_classification_measures.md","ref":"eval/multilabel_classification_measures.md","articles":[]},"previous":{"title":"Binary Classification Metrics","level":"4.1","depth":1,"path":"eval/binary_classification_measures.md","ref":"eval/binary_classification_measures.md","articles":[{"title" [...]
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 </div>
diff --git a/userguide/eval/binary_classification_measures.html b/userguide/eval/binary_classification_measures.html
index d6f1355..581f40c 100644
--- a/userguide/eval/binary_classification_measures.html
+++ b/userguide/eval/binary_classification_measures.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2616,7 +2631,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
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+            gitbook.page.hasChanged({"page":{"title":"Binary Classification Metrics","level":"4.1","depth":1,"next":{"title":"Area under the ROC curve","level":"4.1.1","depth":2,"path":"eval/auc.md","ref":"eval/auc.md","articles":[]},"previous":{"title":"Okapi BM25 Term Weighting","level":"3.7.2","depth":2,"path":"ft_engineering/bm25.md","ref":"ft_engineering/bm25.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts", [...]
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diff --git a/userguide/eval/datagen.html b/userguide/eval/datagen.html
index 5a731c4..5c1d540 100644
--- a/userguide/eval/datagen.html
+++ b/userguide/eval/datagen.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2417,7 +2432,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"Data Generation","level":"4.5","depth":1,"next":{"title":"Logistic Regression data generation","level":"4.5.1","depth":2,"path":"eval/lr_datagen.md","ref":"eval/lr_datagen.md","articles":[]},"previous":{"title":"Ranking Measures","level":"4.4","depth":1,"path":"eval/rank.md","ref":"eval/rank.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","a [...]
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diff --git a/userguide/eval/lr_datagen.html b/userguide/eval/lr_datagen.html
index c669e5b..fe2e908 100644
--- a/userguide/eval/lr_datagen.html
+++ b/userguide/eval/lr_datagen.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2505,7 +2520,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"Logistic Regression data generation","level":"4.5.1","depth":2,"next":{"title":"How Prediction Works","level":"5.1","depth":1,"path":"supervised_learning/prediction.md","ref":"supervised_learning/prediction.md","articles":[]},"previous":{"title":"Data Generation","level":"4.5","depth":1,"path":"eval/datagen.md","ref":"eval/datagen.md","articles":[{"title":"Logistic Regression data generation","level":"4.5.1","depth":2,"path":"eval/lr_ [...]
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diff --git a/userguide/eval/multilabel_classification_measures.html b/userguide/eval/multilabel_classification_measures.html
index b7967b7..4b8dde6 100644
--- a/userguide/eval/multilabel_classification_measures.html
+++ b/userguide/eval/multilabel_classification_measures.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2556,7 +2571,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
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+            gitbook.page.hasChanged({"page":{"title":"Multi-label Classification Metrics","level":"4.2","depth":1,"next":{"title":"Regression Metrics","level":"4.3","depth":1,"path":"eval/regression.md","ref":"eval/regression.md","articles":[]},"previous":{"title":"Area under the ROC curve","level":"4.1.1","depth":2,"path":"eval/auc.md","ref":"eval/auc.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chap [...]
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diff --git a/userguide/eval/rank.html b/userguide/eval/rank.html
index 5a64a71..8f6a57d 100644
--- a/userguide/eval/rank.html
+++ b/userguide/eval/rank.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2852,7 +2867,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
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+            gitbook.page.hasChanged({"page":{"title":"Ranking Measures","level":"4.4","depth":1,"next":{"title":"Data Generation","level":"4.5","depth":1,"path":"eval/datagen.md","ref":"eval/datagen.md","articles":[{"title":"Logistic Regression data generation","level":"4.5.1","depth":2,"path":"eval/lr_datagen.md","ref":"eval/lr_datagen.md","articles":[]}]},"previous":{"title":"Regression Metrics","level":"4.3","depth":1,"path":"eval/regression.md","ref":"eval/regression.md","articles":[ [...]
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diff --git a/userguide/eval/regression.html b/userguide/eval/regression.html
index 62d974f..29d08d5 100644
--- a/userguide/eval/regression.html
+++ b/userguide/eval/regression.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2479,7 +2494,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
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+            gitbook.page.hasChanged({"page":{"title":"Regression Metrics","level":"4.3","depth":1,"next":{"title":"Ranking Measures","level":"4.4","depth":1,"path":"eval/rank.md","ref":"eval/rank.md","articles":[]},"previous":{"title":"Multi-label Classification Metrics","level":"4.2","depth":1,"path":"eval/multilabel_classification_measures.md","ref":"eval/multilabel_classification_measures.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter", [...]
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diff --git a/userguide/ft_engineering/term_vector.html b/userguide/ft_engineering/binarize.html
similarity index 88%
copy from userguide/ft_engineering/term_vector.html
copy to userguide/ft_engineering/binarize.html
index bc36a92..4a917df 100644
--- a/userguide/ft_engineering/term_vector.html
+++ b/userguide/ft_engineering/binarize.html
@@ -4,7 +4,7 @@
     <head>
         <meta charset="UTF-8">
         <meta content="text/html; charset=utf-8" http-equiv="Content-Type">
-        <title>Term Vector Model · Hivemall User Manual</title>
+        <title>Binarize label · Hivemall User Manual</title>
         <meta http-equiv="X-UA-Compatible" content="IE=edge" />
         <meta name="description" content="">
         <meta name="generator" content="GitBook 3.2.3">
@@ -97,7 +97,7 @@
     <link rel="shortcut icon" href="../gitbook/images/favicon.ico" type="image/x-icon">
 
     
-    <link rel="next" href="tfidf.html" />
+    <link rel="next" href="term_vector.html" />
     
     
     <link rel="prev" href="quantify.html" />
@@ -710,12 +710,27 @@
             
         </li>
     
+        <li class="chapter active" data-level="3.6.3" data-path="binarize.html">
+            
+                <a href="binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
         </li>
     
-        <li class="chapter active" data-level="3.7" data-path="term_vector.html">
+        <li class="chapter " data-level="3.7" data-path="term_vector.html">
             
                 <a href="term_vector.html">
             
@@ -2329,7 +2344,7 @@
     <!-- Title -->
     <h1>
         <i class="fa fa-circle-o-notch fa-spin"></i>
-        <a href=".." >Term Vector Model</a>
+        <a href=".." >Binarize label</a>
     </h1>
 </div>
 
@@ -2344,26 +2359,112 @@
     
                                 <section class="normal markdown-section">
                                 
-                                <!--
-  Licensed to the Apache Software Foundation (ASF) under one
-  or more contributor license agreements.  See the NOTICE file
-  distributed with this work for additional information
-  regarding copyright ownership.  The ASF licenses this file
-  to you under the Apache License, Version 2.0 (the
-  "License"); you may not use this file except in compliance
-  with the License.  You may obtain a copy of the License at
-
-    http://www.apache.org/licenses/LICENSE-2.0
-
-  Unless required by applicable law or agreed to in writing,
-  software distributed under the License is distributed on an
-  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-  KIND, either express or implied.  See the License for the
-  specific language governing permissions and limitations
-  under the License.
--->
-<p>Term vector model or <a href="https://en.wikipedia.org/wiki/Vector_space_model" target="_blank">Vector space model</a> is an algebraic model for representing text documents (and any objects, in general) as vectors of identifiers.</p>
-<p>It is used in information filtering, information retrieval, relevancy rankings, and machine learning.</p>
+                                <h2 id="introduction">Introduction</h2>
+<p>Expanding numeric labels to actual count of samples can contribute to accuracy improvement in some cases. <code>binarize_label</code> explode a record that keeps the count of positive/negative labeled samples into corresponding actual count of samples. For example,</p>
+<table>
+<thead>
+<tr>
+<th style="text-align:left">positive</th>
+<th style="text-align:left">negative</th>
+<th style="text-align:left">features</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td style="text-align:left">2</td>
+<td style="text-align:left">3</td>
+<td style="text-align:left">&quot;[a:1, b:2]&quot;</td>
+</tr>
+</tbody>
+</table>
+<p>is converted into </p>
+<table>
+<thead>
+<tr>
+<th style="text-align:left">features</th>
+<th style="text-align:left">label</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td style="text-align:left">&quot;[a:1, b:2]&quot;</td>
+<td style="text-align:left">0</td>
+</tr>
+<tr>
+<td style="text-align:left">&quot;[a:1, b:2]&quot;</td>
+<td style="text-align:left">0</td>
+</tr>
+<tr>
+<td style="text-align:left">&quot;[a:1, b:2]&quot;</td>
+<td style="text-align:left">1</td>
+</tr>
+<tr>
+<td style="text-align:left">&quot;[a:1, b:2]&quot;</td>
+<td style="text-align:left">1</td>
+</tr>
+<tr>
+<td style="text-align:left">&quot;[a:1, b:2]&quot;</td>
+<td style="text-align:left">1</td>
+</tr>
+</tbody>
+</table>
+<h2 id="function-signature">Function signature</h2>
+<p><code>binarize_label(int/long positive, int/long negative, ANY arg1, ANY arg2, ..., ANY argN)</code> 
+returns (ANY arg1, ANY arg2, ..., ANY argN, int label) where label is 0 or 1.</p>
+<h2 id="usage">Usage</h2>
+<pre><code class="lang-sql">WITH input as (
+  <span class="hljs-keyword">select</span> <span class="hljs-number">2</span> <span class="hljs-keyword">as</span> positive, <span class="hljs-number">3</span> <span class="hljs-keyword">as</span> negative, <span class="hljs-built_in">array</span>(<span class="hljs-string">&apos;a:1&apos;</span>,<span class="hljs-string">&apos;b:2&apos;</span>) <span class="hljs-keyword">as</span> features
+  <span class="hljs-keyword">UNION</span> ALL
+  <span class="hljs-keyword">select</span> <span class="hljs-number">2</span> <span class="hljs-keyword">as</span> positive, <span class="hljs-number">1</span> <span class="hljs-keyword">as</span> negative, <span class="hljs-built_in">array</span>(<span class="hljs-string">&apos;c:3&apos;</span>,<span class="hljs-string">&apos;d:4&apos;</span>) <span class="hljs-keyword">as</span> features
+)
+<span class="hljs-keyword">SELECT</span>
+  binarize_label(positive, negative, features)
+<span class="hljs-keyword">from</span> 
+  <span class="hljs-keyword">input</span>;
+</code></pre>
+<table>
+<thead>
+<tr>
+<th style="text-align:left">features</th>
+<th style="text-align:left">label</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td style="text-align:left">[&quot;a:1&quot;,&quot;b:2&quot;]</td>
+<td style="text-align:left">1</td>
+</tr>
+<tr>
+<td style="text-align:left">[&quot;a:1&quot;,&quot;b:2&quot;]</td>
+<td style="text-align:left">1</td>
+</tr>
+<tr>
+<td style="text-align:left">[&quot;a:1&quot;,&quot;b:2&quot;]</td>
+<td style="text-align:left">0</td>
+</tr>
+<tr>
+<td style="text-align:left">[&quot;a:1&quot;,&quot;b:2&quot;]</td>
+<td style="text-align:left">0</td>
+</tr>
+<tr>
+<td style="text-align:left">[&quot;a:1&quot;,&quot;b:2&quot;]</td>
+<td style="text-align:left">0</td>
+</tr>
+<tr>
+<td style="text-align:left">[&quot;c:3&quot;,&quot;d:4&quot;]</td>
+<td style="text-align:left">1</td>
+</tr>
+<tr>
+<td style="text-align:left">[&quot;c:3&quot;,&quot;d:4&quot;]</td>
+<td style="text-align:left">1</td>
+</tr>
+<tr>
+<td style="text-align:left">[&quot;c:3&quot;,&quot;d:4&quot;]</td>
+<td style="text-align:left">0</td>
+</tr>
+</tbody>
+</table>
+<div class="panel panel-warning"><div class="panel-heading"><h3 class="panel-title" id="caution"><i class="fa fa-exclamation-triangle"></i> Caution</h3></div><div class="panel-body"><p>Don&apos;t forget to shuffle converted training instances in a random order, e.g., by <code>CLUSTER BY rand()</code>.</p></div></div>
 <p><div id="page-footer" class="localized-footer"><hr><!--
   Licensed to the Apache Software Foundation (ASF) under one
   or more contributor license agreements.  See the NOTICE file
@@ -2419,7 +2520,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"Binarize label","level":"3.6.3","depth":2,"next":{"title":"Term Vector Model","level":"3.7","depth":1,"path":"ft_engineering/term_vector.md","ref":"ft_engineering/term_vector.md","articles":[{"title":"TF-IDF Term Weighting","level":"3.7.1","depth":2,"path":"ft_engineering/tfidf.md","ref":"ft_engineering/tfidf.md","articles":[]},{"title":"Okapi BM25 Term Weighting","level":"3.7.2","depth":2,"path":"ft_engineering/bm25.md","ref":"ft_eng [...]
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diff --git a/userguide/ft_engineering/binning.html b/userguide/ft_engineering/binning.html
index 8ed6ea9..73d6ab2 100644
--- a/userguide/ft_engineering/binning.html
+++ b/userguide/ft_engineering/binning.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="binarize.html">
+            
+                <a href="binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2659,7 +2674,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
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+            gitbook.page.hasChanged({"page":{"title":"Feature Binning","level":"3.4","depth":1,"next":{"title":"Feature Paring","level":"3.5","depth":1,"path":"ft_engineering/pairing.md","ref":"ft_engineering/pairing.md","articles":[{"title":"Polynomial features","level":"3.5.1","depth":2,"path":"ft_engineering/polynomial.md","ref":"ft_engineering/polynomial.md","articles":[]}]},"previous":{"title":"Feature Selection","level":"3.3","depth":1,"path":"ft_engineering/selection.md","ref":"ft [...]
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diff --git a/userguide/ft_engineering/bm25.html b/userguide/ft_engineering/bm25.html
index dfe94b4..240069e 100644
--- a/userguide/ft_engineering/bm25.html
+++ b/userguide/ft_engineering/bm25.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="binarize.html">
+            
+                <a href="binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2613,7 +2628,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
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index ee1aba8..d69ed97 100644
--- a/userguide/ft_engineering/ft_trans.html
+++ b/userguide/ft_engineering/ft_trans.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="binarize.html">
+            
+                <a href="binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
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@@ -2417,7 +2432,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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--- a/userguide/ft_engineering/hashing.html
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@@ -710,6 +710,21 @@
             
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+        <li class="chapter " data-level="3.6.3" data-path="binarize.html">
+            
+                <a href="binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
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+    
 
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@@ -2528,7 +2543,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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@@ -710,6 +710,21 @@
             
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+            
+                <a href="binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
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+                    Binarize label
+            
+                </a>
+            
+
+            
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+    
 
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@@ -2417,7 +2432,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="binarize.html">
+            
+                <a href="binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
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@@ -2465,7 +2480,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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@@ -710,6 +710,21 @@
             
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+            
+                <a href="binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
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+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
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@@ -2565,7 +2580,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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--- a/userguide/ft_engineering/scaling.html
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@@ -710,6 +710,21 @@
             
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+            
+                <a href="binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
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+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
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@@ -2592,7 +2607,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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@@ -710,6 +710,21 @@
             
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+            
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+                        <b>3.6.3.</b>
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+                    Binarize label
+            
+                </a>
+            
+
+            
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+    
 
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@@ -2624,7 +2639,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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@@ -710,6 +710,21 @@
             
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+            
+                <a href="binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
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@@ -2419,7 +2434,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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@@ -710,6 +710,21 @@
             
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+                <a href="binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
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@@ -2558,7 +2573,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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--- a/userguide/ft_engineering/vectorization.html
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@@ -710,6 +710,21 @@
             
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+            
+                <a href="binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2455,7 +2470,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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@@ -710,6 +710,21 @@
             
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+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2594,7 +2609,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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@@ -710,6 +710,21 @@
             
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+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
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@@ -2418,7 +2433,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+                <a href="../ft_engineering/binarize.html">
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+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
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@@ -2606,7 +2621,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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index 78c4c82..63d917c 100644
--- a/userguide/getting_started/installation.html
+++ b/userguide/getting_started/installation.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2447,7 +2462,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"Installation","level":"1.2.1","depth":2,"next":{"title":"Install as permanent functions","level":"1.2.2","depth":2,"path":"getting_started/permanent-functions.md","ref":"getting_started/permanent-functions.md","articles":[]},"previous":{"title":"Getting Started","level":"1.2","depth":1,"path":"getting_started/README.md","ref":"getting_started/README.md","articles":[{"title":"Installation","level":"1.2.1","depth":2,"path":"getting_star [...]
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diff --git a/userguide/getting_started/permanent-functions.html b/userguide/getting_started/permanent-functions.html
index 8e65400..349baae 100644
--- a/userguide/getting_started/permanent-functions.html
+++ b/userguide/getting_started/permanent-functions.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2450,7 +2465,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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diff --git a/userguide/index.html b/userguide/index.html
index 224d4b6..9e86843 100644
--- a/userguide/index.html
+++ b/userguide/index.html
@@ -708,6 +708,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="ft_engineering/binarize.html">
+            
+                <a href="ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2428,7 +2443,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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diff --git a/userguide/misc/approx.html b/userguide/misc/approx.html
index 557d883..f8c98ee 100644
--- a/userguide/misc/approx.html
+++ b/userguide/misc/approx.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2506,7 +2521,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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--- a/userguide/misc/funcs.html
+++ b/userguide/misc/funcs.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2946,7 +2961,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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--- a/userguide/misc/generic_funcs.html
+++ b/userguide/misc/generic_funcs.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -3129,7 +3144,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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--- a/userguide/misc/tokenizer.html
+++ b/userguide/misc/tokenizer.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2489,7 +2504,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"Text Tokenizer","level":"2.3","depth":1,"next":{"title":"Approximate Aggregate Functions","level":"2.4","depth":1,"path":"misc/approx.md","ref":"misc/approx.md","articles":[]},"previous":{"title":"Efficient Top-K Query Processing","level":"2.2","depth":1,"path":"misc/topk.md","ref":"misc/topk.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters"," [...]
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--- a/userguide/misc/topk.html
+++ b/userguide/misc/topk.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -3204,7 +3219,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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diff --git a/userguide/multiclass/iris.html b/userguide/multiclass/iris.html
index 702f040..65909b6 100644
--- a/userguide/multiclass/iris.html
+++ b/userguide/multiclass/iris.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2417,7 +2432,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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diff --git a/userguide/multiclass/iris_dataset.html b/userguide/multiclass/iris_dataset.html
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--- a/userguide/multiclass/iris_dataset.html
+++ b/userguide/multiclass/iris_dataset.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2533,7 +2548,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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diff --git a/userguide/multiclass/iris_randomforest.html b/userguide/multiclass/iris_randomforest.html
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+++ b/userguide/multiclass/iris_randomforest.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2778,7 +2793,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+++ b/userguide/multiclass/iris_scw.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2471,7 +2486,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"SCW","level":"7.2.2","depth":2,"next":{"title":"Random Forest","level":"7.2.3","depth":2,"path":"multiclass/iris_randomforest.md","ref":"multiclass/iris_randomforest.md","articles":[]},"previous":{"title":"Data preparation","level":"7.2.1","depth":2,"path":"multiclass/iris_dataset.md","ref":"multiclass/iris_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callou [...]
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@@ -710,6 +710,21 @@
             
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+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2417,7 +2432,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"News20 Multiclass Tutorial","level":"7.1","depth":1,"next":{"title":"Data Preparation","level":"7.1.1","depth":2,"path":"multiclass/news20_dataset.md","ref":"multiclass/news20_dataset.md","articles":[]},"previous":{"title":"Field-Aware Factorization Machines","level":"6.8.2","depth":2,"path":"binaryclass/criteo_ffm.md","ref":"binaryclass/criteo_ffm.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github"," [...]
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diff --git a/userguide/multiclass/news20_dataset.html b/userguide/multiclass/news20_dataset.html
index ec3364a..5cdb976 100644
--- a/userguide/multiclass/news20_dataset.html
+++ b/userguide/multiclass/news20_dataset.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2488,7 +2503,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"Data Preparation","level":"7.1.1","depth":2,"next":{"title":"Data Preparation for one-vs-the-rest classifiers","level":"7.1.2","depth":2,"path":"multiclass/news20_one-vs-the-rest_dataset.md","ref":"multiclass/news20_one-vs-the-rest_dataset.md","articles":[]},"previous":{"title":"News20 Multiclass Tutorial","level":"7.1","depth":1,"path":"multiclass/news20.md","ref":"multiclass/news20.md","articles":[{"title":"Data Preparation","level" [...]
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 </div>
diff --git a/userguide/multiclass/news20_ensemble.html b/userguide/multiclass/news20_ensemble.html
index 621c66e..e0fbadd 100644
--- a/userguide/multiclass/news20_ensemble.html
+++ b/userguide/multiclass/news20_ensemble.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2609,7 +2624,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"Ensemble learning","level":"7.1.5","depth":2,"next":{"title":"one-vs-the-rest Classifier","level":"7.1.6","depth":2,"path":"multiclass/news20_one-vs-the-rest.md","ref":"multiclass/news20_one-vs-the-rest.md","articles":[]},"previous":{"title":"CW, AROW, SCW","level":"7.1.4","depth":2,"path":"multiclass/news20_scw.md","ref":"multiclass/news20_scw.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","spli [...]
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diff --git a/userguide/multiclass/news20_one-vs-the-rest.html b/userguide/multiclass/news20_one-vs-the-rest.html
index 9cb69b0..c4adda2 100644
--- a/userguide/multiclass/news20_one-vs-the-rest.html
+++ b/userguide/multiclass/news20_one-vs-the-rest.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2750,7 +2765,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"one-vs-the-rest Classifier","level":"7.1.6","depth":2,"next":{"title":"Iris Tutorial","level":"7.2","depth":1,"path":"multiclass/iris.md","ref":"multiclass/iris.md","articles":[{"title":"Data preparation","level":"7.2.1","depth":2,"path":"multiclass/iris_dataset.md","ref":"multiclass/iris_dataset.md","articles":[]},{"title":"SCW","level":"7.2.2","depth":2,"path":"multiclass/iris_scw.md","ref":"multiclass/iris_scw.md","articles":[]},{" [...]
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diff --git a/userguide/multiclass/news20_one-vs-the-rest_dataset.html b/userguide/multiclass/news20_one-vs-the-rest_dataset.html
index 95098b2..46a0ab2 100644
--- a/userguide/multiclass/news20_one-vs-the-rest_dataset.html
+++ b/userguide/multiclass/news20_one-vs-the-rest_dataset.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2460,7 +2475,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"Data Preparation for one-vs-the-rest classifiers","level":"7.1.2","depth":2,"next":{"title":"PA","level":"7.1.3","depth":2,"path":"multiclass/news20_pa.md","ref":"multiclass/news20_pa.md","articles":[]},"previous":{"title":"Data Preparation","level":"7.1.1","depth":2,"path":"multiclass/news20_dataset.md","ref":"multiclass/news20_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","s [...]
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diff --git a/userguide/multiclass/news20_pa.html b/userguide/multiclass/news20_pa.html
index 0fdb30e..58fd4e3 100644
--- a/userguide/multiclass/news20_pa.html
+++ b/userguide/multiclass/news20_pa.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2487,7 +2502,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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         var gitbook = gitbook || [];
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+            gitbook.page.hasChanged({"page":{"title":"PA","level":"7.1.3","depth":2,"next":{"title":"CW, AROW, SCW","level":"7.1.4","depth":2,"path":"multiclass/news20_scw.md","ref":"multiclass/news20_scw.md","articles":[]},"previous":{"title":"Data Preparation for one-vs-the-rest classifiers","level":"7.1.2","depth":2,"path":"multiclass/news20_one-vs-the-rest_dataset.md","ref":"multiclass/news20_one-vs-the-rest_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","ed [...]
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diff --git a/userguide/multiclass/news20_scw.html b/userguide/multiclass/news20_scw.html
index 1bd58ff..af76d47 100644
--- a/userguide/multiclass/news20_scw.html
+++ b/userguide/multiclass/news20_scw.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2707,7 +2722,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
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+            gitbook.page.hasChanged({"page":{"title":"CW, AROW, SCW","level":"7.1.4","depth":2,"next":{"title":"Ensemble learning","level":"7.1.5","depth":2,"path":"multiclass/news20_ensemble.md","ref":"multiclass/news20_ensemble.md","articles":[]},"previous":{"title":"PA","level":"7.1.3","depth":2,"path":"multiclass/news20_pa.md","ref":"multiclass/news20_pa.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggl [...]
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diff --git a/userguide/recommend/cf.html b/userguide/recommend/cf.html
index e6be710..7028ca2 100644
--- a/userguide/recommend/cf.html
+++ b/userguide/recommend/cf.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2417,7 +2432,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
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+            gitbook.page.hasChanged({"page":{"title":"Collaborative Filtering","level":"9.1","depth":1,"next":{"title":"Item-based Collaborative Filtering","level":"9.1.1","depth":2,"path":"recommend/item_based_cf.md","ref":"recommend/item_based_cf.md","articles":[]},"previous":{"title":"AdaGrad, AdaDelta","level":"8.3.4","depth":2,"path":"regression/kddcup12tr2_adagrad.md","ref":"regression/kddcup12tr2_adagrad.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link", [...]
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diff --git a/userguide/recommend/item_based_cf.html b/userguide/recommend/item_based_cf.html
index 4e93c5f..0c84ec1 100644
--- a/userguide/recommend/item_based_cf.html
+++ b/userguide/recommend/item_based_cf.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -3178,7 +3193,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
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+            gitbook.page.hasChanged({"page":{"title":"Item-based Collaborative Filtering","level":"9.1.1","depth":2,"next":{"title":"News20 Related Article Recommendation Tutorial","level":"9.2","depth":1,"path":"recommend/news20.md","ref":"recommend/news20.md","articles":[{"title":"Data Preparation","level":"9.2.1","depth":2,"path":"multiclass/news20_dataset.md","ref":"multiclass/news20_dataset.md","articles":[]},{"title":"LSH/MinHash and Jaccard Similarity","level":"9.2.2","depth":2,"p [...]
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diff --git a/userguide/recommend/movielens.html b/userguide/recommend/movielens.html
index 2afdd68..50cb083 100644
--- a/userguide/recommend/movielens.html
+++ b/userguide/recommend/movielens.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2417,7 +2432,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
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+            gitbook.page.hasChanged({"page":{"title":"MovieLens Movie Recommendation Tutorial","level":"9.3","depth":1,"next":{"title":"Data Preparation","level":"9.3.1","depth":2,"path":"recommend/movielens_dataset.md","ref":"recommend/movielens_dataset.md","articles":[]},"previous":{"title":"kNN search using b-Bits MinHash","level":"9.2.4","depth":2,"path":"recommend/news20_bbit_minhash.md","ref":"recommend/news20_bbit_minhash.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme [...]
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diff --git a/userguide/recommend/movielens_cf.html b/userguide/recommend/movielens_cf.html
index e5e8dda..e7069ef 100644
--- a/userguide/recommend/movielens_cf.html
+++ b/userguide/recommend/movielens_cf.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2759,7 +2774,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"Item-based Collaborative Filtering","level":"9.3.2","depth":2,"next":{"title":"Matrix Factorization","level":"9.3.3","depth":2,"path":"recommend/movielens_mf.md","ref":"recommend/movielens_mf.md","articles":[]},"previous":{"title":"Data Preparation","level":"9.3.1","depth":2,"path":"recommend/movielens_dataset.md","ref":"recommend/movielens_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github"," [...]
+            gitbook.page.hasChanged({"page":{"title":"Item-based Collaborative Filtering","level":"9.3.2","depth":2,"next":{"title":"Matrix Factorization","level":"9.3.3","depth":2,"path":"recommend/movielens_mf.md","ref":"recommend/movielens_mf.md","articles":[]},"previous":{"title":"Data Preparation","level":"9.3.1","depth":2,"path":"recommend/movielens_dataset.md","ref":"recommend/movielens_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github"," [...]
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diff --git a/userguide/recommend/movielens_cv.html b/userguide/recommend/movielens_cv.html
index c09699d..f8a8df5 100644
--- a/userguide/recommend/movielens_cv.html
+++ b/userguide/recommend/movielens_cv.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2468,7 +2483,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
         gitbook.push(function() {
-            gitbook.page.hasChanged({"page":{"title":"10-fold Cross Validation (Matrix Factorization)","level":"9.3.6","depth":2,"next":{"title":"Outlier Detection using Local Outlier Factor (LOF)","level":"10.1","depth":1,"path":"anomaly/lof.md","ref":"anomaly/lof.md","articles":[]},"previous":{"title":"SLIM for fast top-k Recommendation","level":"9.3.5","depth":2,"path":"recommend/movielens_slim.md","ref":"recommend/movielens_slim.md","articles":[]},"dir":"ltr"},"config":{"plugins":["t [...]
+            gitbook.page.hasChanged({"page":{"title":"10-fold Cross Validation (Matrix Factorization)","level":"9.3.6","depth":2,"next":{"title":"Outlier Detection using Local Outlier Factor (LOF)","level":"10.1","depth":1,"path":"anomaly/lof.md","ref":"anomaly/lof.md","articles":[]},"previous":{"title":"SLIM for fast top-k Recommendation","level":"9.3.5","depth":2,"path":"recommend/movielens_slim.md","ref":"recommend/movielens_slim.md","articles":[]},"dir":"ltr"},"config":{"plugins":["t [...]
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diff --git a/userguide/recommend/movielens_dataset.html b/userguide/recommend/movielens_dataset.html
index d79c206..1060315 100644
--- a/userguide/recommend/movielens_dataset.html
+++ b/userguide/recommend/movielens_dataset.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2561,7 +2576,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
     <script>
         var gitbook = gitbook || [];
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+            gitbook.page.hasChanged({"page":{"title":"Data Preparation","level":"9.3.1","depth":2,"next":{"title":"Item-based Collaborative Filtering","level":"9.3.2","depth":2,"path":"recommend/movielens_cf.md","ref":"recommend/movielens_cf.md","articles":[]},"previous":{"title":"MovieLens Movie Recommendation Tutorial","level":"9.3","depth":1,"path":"recommend/movielens.md","ref":"recommend/movielens.md","articles":[{"title":"Data Preparation","level":"9.3.1","depth":2,"path":"recommen [...]
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diff --git a/userguide/recommend/movielens_fm.html b/userguide/recommend/movielens_fm.html
index 13cf309..ae2d5ea 100644
--- a/userguide/recommend/movielens_fm.html
+++ b/userguide/recommend/movielens_fm.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2670,7 +2685,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"Factorization Machine","level":"9.3.4","depth":2,"next":{"title":"SLIM for fast top-k Recommendation","level":"9.3.5","depth":2,"path":"recommend/movielens_slim.md","ref":"recommend/movielens_slim.md","articles":[]},"previous":{"title":"Matrix Factorization","level":"9.3.3","depth":2,"path":"recommend/movielens_mf.md","ref":"recommend/movielens_mf.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","s [...]
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index 08b2ce0..48b1479 100644
--- a/userguide/recommend/movielens_mf.html
+++ b/userguide/recommend/movielens_mf.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2585,7 +2600,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"Matrix Factorization","level":"9.3.3","depth":2,"next":{"title":"Factorization Machine","level":"9.3.4","depth":2,"path":"recommend/movielens_fm.md","ref":"recommend/movielens_fm.md","articles":[]},"previous":{"title":"Item-based Collaborative Filtering","level":"9.3.2","depth":2,"path":"recommend/movielens_cf.md","ref":"recommend/movielens_cf.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","split [...]
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index 8e27e7e..7106d03 100644
--- a/userguide/recommend/movielens_slim.html
+++ b/userguide/recommend/movielens_slim.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -3036,7 +3051,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"SLIM for fast top-k Recommendation","level":"9.3.5","depth":2,"next":{"title":"10-fold Cross Validation (Matrix Factorization)","level":"9.3.6","depth":2,"path":"recommend/movielens_cv.md","ref":"recommend/movielens_cv.md","articles":[]},"previous":{"title":"Factorization Machine","level":"9.3.4","depth":2,"path":"recommend/movielens_fm.md","ref":"recommend/movielens_fm.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api", [...]
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index 3551b2e..8198919 100644
--- a/userguide/recommend/news20.html
+++ b/userguide/recommend/news20.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2417,7 +2432,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"News20 Related Article Recommendation Tutorial","level":"9.2","depth":1,"next":{"title":"Data Preparation","level":"9.2.1","depth":2,"path":"multiclass/news20_dataset.md","ref":"multiclass/news20_dataset.md","articles":[]},"previous":{"title":"Item-based Collaborative Filtering","level":"9.1.1","depth":2,"path":"recommend/item_based_cf.md","ref":"recommend/item_based_cf.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api", [...]
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index 0fa05c9..f562aac 100644
--- a/userguide/recommend/news20_bbit_minhash.html
+++ b/userguide/recommend/news20_bbit_minhash.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2507,7 +2522,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"kNN search using b-Bits MinHash","level":"9.2.4","depth":2,"next":{"title":"MovieLens Movie Recommendation Tutorial","level":"9.3","depth":1,"path":"recommend/movielens.md","ref":"recommend/movielens.md","articles":[{"title":"Data Preparation","level":"9.3.1","depth":2,"path":"recommend/movielens_dataset.md","ref":"recommend/movielens_dataset.md","articles":[]},{"title":"Item-based Collaborative Filtering","level":"9.3.2","depth":2,"p [...]
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index 6fe0d78..7132d73 100644
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+++ b/userguide/recommend/news20_jaccard.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2528,7 +2543,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"LSH/MinHash and Jaccard Similarity","level":"9.2.2","depth":2,"next":{"title":"LSH/MinHash and Brute-force Search","level":"9.2.3","depth":2,"path":"recommend/news20_knn.md","ref":"recommend/news20_knn.md","articles":[]},"previous":{"title":"Data Preparation","level":"9.2.1","depth":2,"path":"multiclass/news20_dataset.md","ref":"multiclass/news20_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","git [...]
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diff --git a/userguide/recommend/news20_knn.html b/userguide/recommend/news20_knn.html
index 01e85fe..0af4fdb 100644
--- a/userguide/recommend/news20_knn.html
+++ b/userguide/recommend/news20_knn.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2585,7 +2600,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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         var gitbook = gitbook || [];
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+            gitbook.page.hasChanged({"page":{"title":"LSH/MinHash and Brute-force Search","level":"9.2.3","depth":2,"next":{"title":"kNN search using b-Bits MinHash","level":"9.2.4","depth":2,"path":"recommend/news20_bbit_minhash.md","ref":"recommend/news20_bbit_minhash.md","articles":[]},"previous":{"title":"LSH/MinHash and Jaccard Similarity","level":"9.2.2","depth":2,"path":"recommend/news20_jaccard.md","ref":"recommend/news20_jaccard.md","articles":[]},"dir":"ltr"},"config":{"plugins [...]
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diff --git a/userguide/regression/e2006.html b/userguide/regression/e2006.html
index d2cd107..174d169 100644
--- a/userguide/regression/e2006.html
+++ b/userguide/regression/e2006.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2417,7 +2432,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"E2006-tfidf Regression Tutorial","level":"8.2","depth":1,"next":{"title":"Data Preparation","level":"8.2.1","depth":2,"path":"regression/e2006_dataset.md","ref":"regression/e2006_dataset.md","articles":[]},"previous":{"title":"Regression","level":"8.1","depth":1,"path":"regression/general.md","ref":"regression/general.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","cal [...]
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diff --git a/userguide/regression/e2006_arow.html b/userguide/regression/e2006_arow.html
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--- a/userguide/regression/e2006_arow.html
+++ b/userguide/regression/e2006_arow.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2716,7 +2731,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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diff --git a/userguide/regression/e2006_dataset.html b/userguide/regression/e2006_dataset.html
index a36cdee..6ce1388 100644
--- a/userguide/regression/e2006_dataset.html
+++ b/userguide/regression/e2006_dataset.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2477,7 +2492,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"Data Preparation","level":"8.2.1","depth":2,"next":{"title":"General Regessor","level":"8.2.2","depth":2,"path":"regression/e2006_generic.md","ref":"regression/e2006_generic.md","articles":[]},"previous":{"title":"E2006-tfidf Regression Tutorial","level":"8.2","depth":1,"path":"regression/e2006.md","ref":"regression/e2006.md","articles":[{"title":"Data Preparation","level":"8.2.1","depth":2,"path":"regression/e2006_dataset.md","ref":" [...]
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index 519d815..cf7d247 100644
--- a/userguide/regression/e2006_generic.html
+++ b/userguide/regression/e2006_generic.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2499,7 +2514,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"General Regessor","level":"8.2.2","depth":2,"next":{"title":"Passive Aggressive, AROW","level":"8.2.3","depth":2,"path":"regression/e2006_arow.md","ref":"regression/e2006_arow.md","articles":[]},"previous":{"title":"Data Preparation","level":"8.2.1","depth":2,"path":"regression/e2006_dataset.md","ref":"regression/e2006_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","e [...]
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diff --git a/userguide/regression/general.html b/userguide/regression/general.html
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--- a/userguide/regression/general.html
+++ b/userguide/regression/general.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2469,7 +2484,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"Regression","level":"8.1","depth":1,"next":{"title":"E2006-tfidf Regression Tutorial","level":"8.2","depth":1,"path":"regression/e2006.md","ref":"regression/e2006.md","articles":[{"title":"Data Preparation","level":"8.2.1","depth":2,"path":"regression/e2006_dataset.md","ref":"regression/e2006_dataset.md","articles":[]},{"title":"General Regessor","level":"8.2.2","depth":2,"path":"regression/e2006_generic.md","ref":"regression/e2006_ge [...]
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+                        <b>3.6.3.</b>
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+                    Binarize label
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+                </a>
+            
+
+            
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+    
 
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+                        <b>3.6.3.</b>
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+                    Binarize label
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+                </a>
+            
+
+            
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+    
 
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+            
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+    
 
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+                <a href="../../ft_engineering/binarize.html">
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+                        <b>3.6.3.</b>
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+                    Binarize label
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+                </a>
+            
+
+            
+        </li>
+    
 
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+                        <b>3.6.3.</b>
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+                    Binarize label
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+                </a>
+            
+
+            
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+    
 
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+                <a href="../../ft_engineering/binarize.html">
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+                        <b>3.6.3.</b>
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+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
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+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
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+    
 
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+                <a href="../../ft_engineering/binarize.html">
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+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
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+                <a href="../../ft_engineering/binarize.html">
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+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
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         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../../ft_engineering/binarize.html">
+            
+                <a href="../../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
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@@ -2417,7 +2432,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+        <li class="chapter " data-level="3.6.3" data-path="../../ft_engineering/binarize.html">
+            
+                <a href="../../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
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@@ -2596,7 +2611,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+        <li class="chapter " data-level="3.6.3" data-path="../../ft_engineering/binarize.html">
+            
+                <a href="../../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2486,7 +2501,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+        <li class="chapter " data-level="3.6.3" data-path="../../ft_engineering/binarize.html">
+            
+                <a href="../../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
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+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
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+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2997,7 +3012,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2451,7 +2466,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2593,7 +2608,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2628,7 +2643,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2417,7 +2432,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2486,7 +2501,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2417,7 +2432,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2472,7 +2487,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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diff --git a/userguide/tips/rand_amplify.html b/userguide/tips/rand_amplify.html
index 3db1201..ecf71a0 100644
--- a/userguide/tips/rand_amplify.html
+++ b/userguide/tips/rand_amplify.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2519,7 +2534,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"Use rand_amplify() to better prediction results","level":"1.4.2","depth":2,"next":{"title":"Real-time prediction on RDBMS","level":"1.4.3","depth":2,"path":"tips/rt_prediction.md","ref":"tips/rt_prediction.md","articles":[]},"previous":{"title":"Explicit add_bias() for better prediction","level":"1.4.1","depth":2,"path":"tips/addbias.md","ref":"tips/addbias.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link"," [...]
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diff --git a/userguide/tips/rowid.html b/userguide/tips/rowid.html
index 013082d..0a0a5bc 100644
--- a/userguide/tips/rowid.html
+++ b/userguide/tips/rowid.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2458,7 +2473,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"Adding rowid for each row","level":"1.5.1","depth":2,"next":{"title":"Hadoop tuning for Hivemall","level":"1.5.2","depth":2,"path":"tips/hadoop_tuning.md","ref":"tips/hadoop_tuning.md","articles":[]},"previous":{"title":"General Hive/Hadoop Tips","level":"1.5","depth":1,"path":"tips/general_tips.md","ref":"tips/general_tips.md","articles":[{"title":"Adding rowid for each row","level":"1.5.1","depth":2,"path":"tips/rowid.md","ref":"tip [...]
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diff --git a/userguide/tips/rt_prediction.html b/userguide/tips/rt_prediction.html
index f24422e..a55fa30 100644
--- a/userguide/tips/rt_prediction.html
+++ b/userguide/tips/rt_prediction.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2606,7 +2621,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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diff --git a/userguide/troubleshooting/asterisk.html b/userguide/troubleshooting/asterisk.html
index 959a162..4b82c9b 100644
--- a/userguide/troubleshooting/asterisk.html
+++ b/userguide/troubleshooting/asterisk.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2419,7 +2434,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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index 4287228..b170ff7 100644
--- a/userguide/troubleshooting/index.html
+++ b/userguide/troubleshooting/index.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2417,7 +2432,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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index fa15957..658b8b4 100644
--- a/userguide/troubleshooting/mapjoin_classcastex.html
+++ b/userguide/troubleshooting/mapjoin_classcastex.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2422,7 +2437,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"Map-side join causes ClassCastException on Tez","level":"1.6.5","depth":2,"next":{"title":"List of Generic Hivemall Functions","level":"2.1","depth":1,"path":"misc/generic_funcs.md","ref":"misc/generic_funcs.md","articles":[]},"previous":{"title":"The number of mappers is less than input splits in Hadoop 2.x","level":"1.6.4","depth":2,"path":"troubleshooting/num_mappers.md","ref":"troubleshooting/num_mappers.md","articles":[]},"dir":" [...]
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index 3ecb20f..8fafbb8 100644
--- a/userguide/troubleshooting/mapjoin_task_error.html
+++ b/userguide/troubleshooting/mapjoin_task_error.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2421,7 +2436,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"SemanticException generate map join task error: Cannot serialize object","level":"1.6.2","depth":2,"next":{"title":"Asterisk argument for UDTF does not work","level":"1.6.3","depth":2,"path":"troubleshooting/asterisk.md","ref":"troubleshooting/asterisk.md","articles":[]},"previous":{"title":"OutOfMemoryError in training","level":"1.6.1","depth":2,"path":"troubleshooting/oom.md","ref":"troubleshooting/oom.md","articles":[]},"dir":"ltr" [...]
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diff --git a/userguide/troubleshooting/num_mappers.html b/userguide/troubleshooting/num_mappers.html
index b75f606..715bb5b 100644
--- a/userguide/troubleshooting/num_mappers.html
+++ b/userguide/troubleshooting/num_mappers.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2429,7 +2444,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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diff --git a/userguide/troubleshooting/oom.html b/userguide/troubleshooting/oom.html
index 91a53fc..bd08f4c 100644
--- a/userguide/troubleshooting/oom.html
+++ b/userguide/troubleshooting/oom.html
@@ -710,6 +710,21 @@
             
         </li>
     
+        <li class="chapter " data-level="3.6.3" data-path="../ft_engineering/binarize.html">
+            
+                <a href="../ft_engineering/binarize.html">
+            
+                    
+                        <b>3.6.3.</b>
+                    
+                    Binarize label
+            
+                </a>
+            
+
+            
+        </li>
+    
 
             </ul>
             
@@ -2427,7 +2442,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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+            gitbook.page.hasChanged({"page":{"title":"OutOfMemoryError in training","level":"1.6.1","depth":2,"next":{"title":"SemanticException generate map join task error: Cannot serialize object","level":"1.6.2","depth":2,"path":"troubleshooting/mapjoin_task_error.md","ref":"troubleshooting/mapjoin_task_error.md","articles":[]},"previous":{"title":"Troubleshooting","level":"1.6","depth":1,"path":"troubleshooting/README.md","ref":"troubleshooting/README.md","articles":[{"title":"OutOf [...]
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