Update user guide for AUC and ranking evaluation metrics

Project: http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/repo
Commit: 
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/commit/fea73243
Tree: 
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/tree/fea73243
Diff: 
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/diff/fea73243

Branch: refs/heads/asf-site
Commit: fea732436c24b1b9a3f701f7961ae6fb2cf63c5f
Parents: 2d3fdeb
Author: myui <yuin...@gmail.com>
Authored: Thu Mar 2 16:09:50 2017 +0900
Committer: myui <yuin...@gmail.com>
Committed: Thu Mar 2 16:09:50 2017 +0900

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 userguide/anomaly/changefinder.html             |   46 +-
 userguide/anomaly/lof.html                      |   46 +-
 userguide/anomaly/sst.html                      |   46 +-
 userguide/binaryclass/a9a.html                  |   46 +-
 userguide/binaryclass/a9a_dataset.html          |   46 +-
 userguide/binaryclass/a9a_lr.html               |   46 +-
 userguide/binaryclass/a9a_minibatch.html        |   46 +-
 userguide/binaryclass/kdd2010a.html             |   46 +-
 userguide/binaryclass/kdd2010a_dataset.html     |   46 +-
 userguide/binaryclass/kdd2010a_scw.html         |   46 +-
 userguide/binaryclass/kdd2010b.html             |   46 +-
 userguide/binaryclass/kdd2010b_arow.html        |   46 +-
 userguide/binaryclass/kdd2010b_dataset.html     |   46 +-
 userguide/binaryclass/news20.html               |   46 +-
 userguide/binaryclass/news20_adagrad.html       |   46 +-
 userguide/binaryclass/news20_dataset.html       |   46 +-
 userguide/binaryclass/news20_pa.html            |   46 +-
 userguide/binaryclass/news20_scw.html           |   46 +-
 userguide/binaryclass/titanic_rf.html           |   46 +-
 userguide/binaryclass/webspam.html              |   46 +-
 userguide/binaryclass/webspam_dataset.html      |   46 +-
 userguide/binaryclass/webspam_scw.html          |   46 +-
 userguide/eval/auc.html                         | 2083 +++++++++++++++
 userguide/eval/datagen.html                     |   48 +-
 userguide/eval/lr_datagen.html                  |   46 +-
 userguide/eval/rank.html                        | 2418 ++++++++++++++++++
 userguide/eval/stat_eval.html                   |   48 +-
 userguide/ft_engineering/feature_selection.html |   46 +-
 userguide/ft_engineering/ft_trans.html          |   46 +-
 userguide/ft_engineering/hashing.html           |   46 +-
 userguide/ft_engineering/quantify.html          |   46 +-
 userguide/ft_engineering/scaling.html           |   46 +-
 userguide/ft_engineering/tfidf.html             |   46 +-
 userguide/ft_engineering/vectorizer.html        |   46 +-
 userguide/getting_started/index.html            |   46 +-
 userguide/getting_started/input-format.html     |   46 +-
 userguide/getting_started/installation.html     |   46 +-
 .../getting_started/permanent-functions.html    |   46 +-
 userguide/index.html                            |   46 +-
 userguide/misc/generic_funcs.html               |   46 +-
 userguide/misc/tokenizer.html                   |   46 +-
 userguide/misc/topk.html                        |   46 +-
 userguide/multiclass/iris.html                  |   46 +-
 userguide/multiclass/iris_dataset.html          |   46 +-
 userguide/multiclass/iris_randomforest.html     |   46 +-
 userguide/multiclass/iris_scw.html              |   46 +-
 userguide/multiclass/news20.html                |   46 +-
 userguide/multiclass/news20_dataset.html        |   46 +-
 userguide/multiclass/news20_ensemble.html       |   46 +-
 .../multiclass/news20_one-vs-the-rest.html      |   46 +-
 .../news20_one-vs-the-rest_dataset.html         |   46 +-
 userguide/multiclass/news20_pa.html             |   46 +-
 userguide/multiclass/news20_scw.html            |   46 +-
 userguide/recommend/cf.html                     |   46 +-
 userguide/recommend/item_based_cf.html          |   46 +-
 userguide/recommend/movielens.html              |   46 +-
 userguide/recommend/movielens_cv.html           |   46 +-
 userguide/recommend/movielens_dataset.html      |   46 +-
 userguide/recommend/movielens_fm.html           |   46 +-
 userguide/recommend/movielens_mf.html           |   46 +-
 userguide/recommend/news20.html                 |   46 +-
 userguide/recommend/news20_bbit_minhash.html    |   46 +-
 userguide/recommend/news20_jaccard.html         |   46 +-
 userguide/recommend/news20_knn.html             |   46 +-
 userguide/regression/e2006.html                 |   46 +-
 userguide/regression/e2006_arow.html            |   46 +-
 userguide/regression/e2006_dataset.html         |   46 +-
 userguide/regression/kddcup12tr2.html           |   46 +-
 userguide/regression/kddcup12tr2_adagrad.html   |   46 +-
 userguide/regression/kddcup12tr2_dataset.html   |   46 +-
 userguide/regression/kddcup12tr2_lr.html        |   46 +-
 .../regression/kddcup12tr2_lr_amplify.html      |   46 +-
 userguide/search_index.json                     |    2 +-
 userguide/sitemap.xml                           |    2 +
 userguide/spark/binaryclass/a9a_df.html         |   46 +-
 userguide/spark/binaryclass/index.html          |   46 +-
 userguide/spark/misc/misc.html                  |   46 +-
 userguide/spark/misc/topk_join.html             |   46 +-
 userguide/spark/regression/e2006_df.html        |   46 +-
 userguide/tips/addbias.html                     |   46 +-
 userguide/tips/emr.html                         |   46 +-
 userguide/tips/ensemble_learning.html           |   46 +-
 userguide/tips/general_tips.html                |   46 +-
 userguide/tips/hadoop_tuning.html               |   46 +-
 userguide/tips/index.html                       |   46 +-
 userguide/tips/mixserver.html                   |   46 +-
 userguide/tips/rand_amplify.html                |   46 +-
 userguide/tips/rowid.html                       |   46 +-
 userguide/tips/rt_prediction.html               |   46 +-
 userguide/troubleshooting/asterisk.html         |   46 +-
 userguide/troubleshooting/index.html            |   46 +-
 .../troubleshooting/mapjoin_classcastex.html    |   46 +-
 .../troubleshooting/mapjoin_task_error.html     |   46 +-
 userguide/troubleshooting/num_mappers.html      |   46 +-
 userguide/troubleshooting/oom.html              |   46 +-
 95 files changed, 8237 insertions(+), 458 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/fea73243/userguide/anomaly/changefinder.html
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diff --git a/userguide/anomaly/changefinder.html 
b/userguide/anomaly/changefinder.html
index 104a33d..c668ddf 100644
--- a/userguide/anomaly/changefinder.html
+++ b/userguide/anomaly/changefinder.html
@@ -669,15 +669,51 @@
             
 
             
+            <ul class="articles">
+                
+    
+        <li class="chapter " data-level="4.1.1" data-path="../eval/auc.html">
+            
+                <a href="../eval/auc.html">
+            
+                    
+                        <b>4.1.1.</b>
+                    
+                    Area Under the ROC Curve
+            
+                </a>
+            
+
+            
         </li>
     
-        <li class="chapter " data-level="4.2" data-path="../eval/datagen.html">
+
+            </ul>
             
-                <a href="../eval/datagen.html">
+        </li>
+    
+        <li class="chapter " data-level="4.2" data-path="../eval/rank.html">
+            
+                <a href="../eval/rank.html">
             
                     
                         <b>4.2.</b>
                     
+                    Ranking Measures
+            
+                </a>
+            
+
+            
+        </li>
+    
+        <li class="chapter " data-level="4.3" data-path="../eval/datagen.html">
+            
+                <a href="../eval/datagen.html">
+            
+                    
+                        <b>4.3.</b>
+                    
                     Data Generation
             
                 </a>
@@ -687,12 +723,12 @@
             <ul class="articles">
                 
     
-        <li class="chapter " data-level="4.2.1" 
data-path="../eval/lr_datagen.html">
+        <li class="chapter " data-level="4.3.1" 
data-path="../eval/lr_datagen.html">
             
                 <a href="../eval/lr_datagen.html">
             
                     
-                        <b>4.2.1.</b>
+                        <b>4.3.1.</b>
                     
                     Logistic Regression data generation
             
@@ -2070,7 +2106,7 @@ Apache Hivemall is an effort undergoing incubation at The 
Apache Software Founda
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/fea73243/userguide/anomaly/lof.html
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diff --git a/userguide/anomaly/lof.html b/userguide/anomaly/lof.html
index 5801ada..811ed03 100644
--- a/userguide/anomaly/lof.html
+++ b/userguide/anomaly/lof.html
@@ -669,15 +669,51 @@
             
 
             
+            <ul class="articles">
+                
+    
+        <li class="chapter " data-level="4.1.1" data-path="../eval/auc.html">
+            
+                <a href="../eval/auc.html">
+            
+                    
+                        <b>4.1.1.</b>
+                    
+                    Area Under the ROC Curve
+            
+                </a>
+            
+
+            
         </li>
     
-        <li class="chapter " data-level="4.2" data-path="../eval/datagen.html">
+
+            </ul>
             
-                <a href="../eval/datagen.html">
+        </li>
+    
+        <li class="chapter " data-level="4.2" data-path="../eval/rank.html">
+            
+                <a href="../eval/rank.html">
             
                     
                         <b>4.2.</b>
                     
+                    Ranking Measures
+            
+                </a>
+            
+
+            
+        </li>
+    
+        <li class="chapter " data-level="4.3" data-path="../eval/datagen.html">
+            
+                <a href="../eval/datagen.html">
+            
+                    
+                        <b>4.3.</b>
+                    
                     Data Generation
             
                 </a>
@@ -687,12 +723,12 @@
             <ul class="articles">
                 
     
-        <li class="chapter " data-level="4.2.1" 
data-path="../eval/lr_datagen.html">
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data-path="../eval/lr_datagen.html">
             
                 <a href="../eval/lr_datagen.html">
             
                     
-                        <b>4.2.1.</b>
+                        <b>4.3.1.</b>
                     
                     Logistic Regression data generation
             
@@ -2048,7 +2084,7 @@ Apache Hivemall is an effort undergoing incubation at The 
Apache Software Founda
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/fea73243/userguide/anomaly/sst.html
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diff --git a/userguide/anomaly/sst.html b/userguide/anomaly/sst.html
index 04c8833..0892723 100644
--- a/userguide/anomaly/sst.html
+++ b/userguide/anomaly/sst.html
@@ -669,15 +669,51 @@
             
 
             
+            <ul class="articles">
+                
+    
+        <li class="chapter " data-level="4.1.1" data-path="../eval/auc.html">
+            
+                <a href="../eval/auc.html">
+            
+                    
+                        <b>4.1.1.</b>
+                    
+                    Area Under the ROC Curve
+            
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@@ -669,15 +669,51 @@
             
 
             
+            <ul class="articles">
+                
+    
+        <li class="chapter " data-level="4.1.1" data-path="../eval/auc.html">
+            
+                <a href="../eval/auc.html">
+            
+                    
+                        <b>4.1.1.</b>
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+                    Area Under the ROC Curve
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+                <a href="../eval/rank.html">
             
                     
                         <b>4.2.</b>
                     
+                    Ranking Measures
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+                </a>
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+        <li class="chapter " data-level="4.3" data-path="../eval/datagen.html">
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+                <a href="../eval/datagen.html">
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+                        <b>4.3.</b>
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/fea73243/userguide/binaryclass/kdd2010a.html
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diff --git a/userguide/binaryclass/kdd2010a_dataset.html 
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index 98d7d5d..5db184d 100644
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+++ b/userguide/binaryclass/kdd2010a_dataset.html
@@ -669,15 +669,51 @@
             
 
             
+            <ul class="articles">
+                
+    
+        <li class="chapter " data-level="4.1.1" data-path="../eval/auc.html">
+            
+                <a href="../eval/auc.html">
+            
+                    
+                        <b>4.1.1.</b>
+                    
+                    Area Under the ROC Curve
+            
+                </a>
+            
+
+            
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-        <li class="chapter " data-level="4.2" data-path="../eval/datagen.html">
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+            </ul>
             
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+        </li>
+    
+        <li class="chapter " data-level="4.2" data-path="../eval/rank.html">
+            
+                <a href="../eval/rank.html">
             
                     
                         <b>4.2.</b>
                     
+                    Ranking Measures
+            
+                </a>
+            
+
+            
+        </li>
+    
+        <li class="chapter " data-level="4.3" data-path="../eval/datagen.html">
+            
+                <a href="../eval/datagen.html">
+            
+                    
+                        <b>4.3.</b>
+                    
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-        <li class="chapter " data-level="4.2.1" 
data-path="../eval/lr_datagen.html">
+        <li class="chapter " data-level="4.3.1" 
data-path="../eval/lr_datagen.html">
             
                 <a href="../eval/lr_datagen.html">
             
                     
-                        <b>4.2.1.</b>
+                        <b>4.3.1.</b>
                     
                     Logistic Regression data generation
             
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