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Posted to commits@hivemall.apache.org by my...@apache.org on 2017/03/02 16:16:18 UTC
[01/10] incubator-hivemall-site git commit: Fixed a link in user guide
Repository: incubator-hivemall-site
Updated Branches:
refs/heads/asf-site 960b7d275 -> 52fd55ece
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/52fd55ec/userguide/troubleshooting/asterisk.html
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diff --git a/userguide/troubleshooting/asterisk.html b/userguide/troubleshooting/asterisk.html
index 5e5ea77..734725c 100644
--- a/userguide/troubleshooting/asterisk.html
+++ b/userguide/troubleshooting/asterisk.html
@@ -1652,9 +1652,9 @@
- <li class="chapter " data-level="10.1" data-path="../getting_started/">
+ <li class="chapter " data-level="10.1" data-path="../spark/getting_started/">
- <a href="../getting_started/">
+ <a href="../spark/getting_started/">
<b>10.1.</b>
@@ -1953,7 +1953,7 @@ 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/52fd55ec/userguide/troubleshooting/index.html
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diff --git a/userguide/troubleshooting/index.html b/userguide/troubleshooting/index.html
index feee81f..576ee88 100644
--- a/userguide/troubleshooting/index.html
+++ b/userguide/troubleshooting/index.html
@@ -1652,9 +1652,9 @@
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- <a href="../getting_started/">
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<b>10.1.</b>
@@ -1951,7 +1951,7 @@ 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/52fd55ec/userguide/troubleshooting/mapjoin_classcastex.html
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diff --git a/userguide/troubleshooting/mapjoin_classcastex.html b/userguide/troubleshooting/mapjoin_classcastex.html
index 2545ae0..3bb124f 100644
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+++ b/userguide/troubleshooting/mapjoin_classcastex.html
@@ -1652,9 +1652,9 @@
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+ <li class="chapter " data-level="10.1" data-path="../spark/getting_started/">
- <a href="../getting_started/">
+ <a href="../spark/getting_started/">
<b>10.1.</b>
@@ -1956,7 +1956,7 @@ 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/52fd55ec/userguide/troubleshooting/mapjoin_task_error.html
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diff --git a/userguide/troubleshooting/mapjoin_task_error.html b/userguide/troubleshooting/mapjoin_task_error.html
index d9fdacd..1f77fc5 100644
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<b>10.1.</b>
@@ -1955,7 +1955,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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<b>10.1.</b>
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[09/10] incubator-hivemall-site git commit: Fixed a link in user guide
Posted by my...@apache.org.
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/52fd55ec/userguide/binaryclass/kdd2010b_arow.html
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<b>10.1.</b>
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<b>10.1.</b>
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<b>10.1.</b>
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[02/10] incubator-hivemall-site git commit: Fixed a link in user guide
Posted by my...@apache.org.
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/52fd55ec/userguide/spark/misc/topk_join.html
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/52fd55ec/userguide/spark/regression/e2006_df.html
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<b>10.1.</b>
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[05/10] incubator-hivemall-site git commit: Fixed a link in user guide
Posted by my...@apache.org.
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/52fd55ec/userguide/recommend/news20_bbit_minhash.html
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diff --git a/userguide/recommend/news20_bbit_minhash.html b/userguide/recommend/news20_bbit_minhash.html
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+++ b/userguide/recommend/news20_bbit_minhash.html
@@ -1652,9 +1652,9 @@
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<b>10.1.</b>
@@ -2041,7 +2041,7 @@ 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/52fd55ec/userguide/recommend/news20_jaccard.html
----------------------------------------------------------------------
diff --git a/userguide/recommend/news20_jaccard.html b/userguide/recommend/news20_jaccard.html
index 5a56471..56a7e36 100644
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+++ b/userguide/recommend/news20_jaccard.html
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<b>10.1.</b>
@@ -2062,7 +2062,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/52fd55ec/userguide/recommend/news20_knn.html
----------------------------------------------------------------------
diff --git a/userguide/recommend/news20_knn.html b/userguide/recommend/news20_knn.html
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<b>10.1.</b>
@@ -2119,7 +2119,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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<b>10.1.</b>
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[08/10] incubator-hivemall-site git commit: Fixed a link in user guide
Posted by my...@apache.org.
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/52fd55ec/userguide/eval/datagen.html
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<b>10.1.</b>
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[04/10] incubator-hivemall-site git commit: Fixed a link in user guide
Posted by my...@apache.org.
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/52fd55ec/userguide/search_index.json
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[03/10] incubator-hivemall-site git commit: Fixed a link in user guide
Posted by my...@apache.org.
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/52fd55ec/userguide/sitemap.xml
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diff --git a/userguide/sitemap.xml b/userguide/sitemap.xml
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diff --git a/userguide/spark/binaryclass/index.html b/userguide/spark/binaryclass/index.html
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+<!DOCTYPE HTML>
+<html lang="" >
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+ <meta charset="UTF-8">
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+<div class="book">
+ <div class="book-summary">
+
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+ <input type="text" placeholder="Type to search" />
+</div>
+
+
+ <nav role="navigation">
+
+
+
+<ul class="summary">
+
+
+
+
+ <li>
+ <a href="http://hivemall.incubator.apache.org/" target="_blank" class="custom-link"><i class="fa fa-home"></i> Home</a>
+ </li>
+
+
+
+
+ <li class="divider"></li>
+
+
+
+
+ <li class="header">TABLE OF CONTENTS</li>
+
+
+
+ <li class="chapter " data-level="1.1" data-path="../../">
+
+ <a href="../../">
+
+
+ <b>1.1.</b>
+
+ Introduction
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="1.2" data-path="../../getting_started/">
+
+ <a href="../../getting_started/">
+
+
+ <b>1.2.</b>
+
+ Getting Started
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="1.2.1" data-path="../../getting_started/installation.html">
+
+ <a href="../../getting_started/installation.html">
+
+
+ <b>1.2.1.</b>
+
+ Installation
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="1.2.2" data-path="../../getting_started/permanent-functions.html">
+
+ <a href="../../getting_started/permanent-functions.html">
+
+
+ <b>1.2.2.</b>
+
+ Install as permanent functions
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="1.2.3" data-path="../../getting_started/input-format.html">
+
+ <a href="../../getting_started/input-format.html">
+
+
+ <b>1.2.3.</b>
+
+ Input Format
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+ <li class="chapter " data-level="1.3" data-path="../../tips/">
+
+ <a href="../../tips/">
+
+
+ <b>1.3.</b>
+
+ Tips for Effective Hivemall
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="1.3.1" data-path="../../tips/addbias.html">
+
+ <a href="../../tips/addbias.html">
+
+
+ <b>1.3.1.</b>
+
+ Explicit addBias() for better prediction
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="1.3.2" data-path="../../tips/rand_amplify.html">
+
+ <a href="../../tips/rand_amplify.html">
+
+
+ <b>1.3.2.</b>
+
+ Use rand_amplify() to better prediction results
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="1.3.3" data-path="../../tips/rt_prediction.html">
+
+ <a href="../../tips/rt_prediction.html">
+
+
+ <b>1.3.3.</b>
+
+ Real-time Prediction on RDBMS
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="1.3.4" data-path="../../tips/ensemble_learning.html">
+
+ <a href="../../tips/ensemble_learning.html">
+
+
+ <b>1.3.4.</b>
+
+ Ensemble learning for stable prediction
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="1.3.5" data-path="../../tips/mixserver.html">
+
+ <a href="../../tips/mixserver.html">
+
+
+ <b>1.3.5.</b>
+
+ Mixing models for a better prediction convergence (MIX server)
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="1.3.6" data-path="../../tips/emr.html">
+
+ <a href="../../tips/emr.html">
+
+
+ <b>1.3.6.</b>
+
+ Run Hivemall on Amazon Elastic MapReduce
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+ <li class="chapter " data-level="1.4" data-path="../../tips/general_tips.html">
+
+ <a href="../../tips/general_tips.html">
+
+
+ <b>1.4.</b>
+
+ General Hive/Hadoop tips
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="1.4.1" data-path="../../tips/rowid.html">
+
+ <a href="../../tips/rowid.html">
+
+
+ <b>1.4.1.</b>
+
+ Adding rowid for each row
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="1.4.2" data-path="../../tips/hadoop_tuning.html">
+
+ <a href="../../tips/hadoop_tuning.html">
+
+
+ <b>1.4.2.</b>
+
+ Hadoop tuning for Hivemall
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+ <li class="chapter " data-level="1.5" data-path="../../troubleshooting/">
+
+ <a href="../../troubleshooting/">
+
+
+ <b>1.5.</b>
+
+ Troubleshooting
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="1.5.1" data-path="../../troubleshooting/oom.html">
+
+ <a href="../../troubleshooting/oom.html">
+
+
+ <b>1.5.1.</b>
+
+ OutOfMemoryError in training
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="1.5.2" data-path="../../troubleshooting/mapjoin_task_error.html">
+
+ <a href="../../troubleshooting/mapjoin_task_error.html">
+
+
+ <b>1.5.2.</b>
+
+ SemanticException Generate Map Join Task Error: Cannot serialize object
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="1.5.3" data-path="../../troubleshooting/asterisk.html">
+
+ <a href="../../troubleshooting/asterisk.html">
+
+
+ <b>1.5.3.</b>
+
+ Asterisk argument for UDTF does not work
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="1.5.4" data-path="../../troubleshooting/num_mappers.html">
+
+ <a href="../../troubleshooting/num_mappers.html">
+
+
+ <b>1.5.4.</b>
+
+ The number of mappers is less than input splits in Hadoop 2.x
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="1.5.5" data-path="../../troubleshooting/mapjoin_classcastex.html">
+
+ <a href="../../troubleshooting/mapjoin_classcastex.html">
+
+
+ <b>1.5.5.</b>
+
+ Map-side Join causes ClassCastException on Tez
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+
+
+
+ <li class="header">Part II - Generic Features</li>
+
+
+
+ <li class="chapter " data-level="2.1" data-path="../../misc/generic_funcs.html">
+
+ <a href="../../misc/generic_funcs.html">
+
+
+ <b>2.1.</b>
+
+ List of generic Hivemall functions
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="2.2" data-path="../../misc/topk.html">
+
+ <a href="../../misc/topk.html">
+
+
+ <b>2.2.</b>
+
+ Efficient Top-K query processing
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="2.3" data-path="../../misc/tokenizer.html">
+
+ <a href="../../misc/tokenizer.html">
+
+
+ <b>2.3.</b>
+
+ English/Japanese Text Tokenizer
+
+ </a>
+
+
+
+ </li>
+
+
+
+
+ <li class="header">Part III - Feature Engineering</li>
+
+
+
+ <li class="chapter " data-level="3.1" data-path="../../ft_engineering/scaling.html">
+
+ <a href="../../ft_engineering/scaling.html">
+
+
+ <b>3.1.</b>
+
+ Feature Scaling
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="3.2" data-path="../../ft_engineering/hashing.html">
+
+ <a href="../../ft_engineering/hashing.html">
+
+
+ <b>3.2.</b>
+
+ Feature Hashing
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="3.3" data-path="../../ft_engineering/tfidf.html">
+
+ <a href="../../ft_engineering/tfidf.html">
+
+
+ <b>3.3.</b>
+
+ TF-IDF calculation
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="3.4" data-path="../../ft_engineering/ft_trans.html">
+
+ <a href="../../ft_engineering/ft_trans.html">
+
+
+ <b>3.4.</b>
+
+ FEATURE TRANSFORMATION
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="3.4.1" data-path="../../ft_engineering/vectorizer.html">
+
+ <a href="../../ft_engineering/vectorizer.html">
+
+
+ <b>3.4.1.</b>
+
+ Vectorize Features
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="3.4.2" data-path="../../ft_engineering/quantify.html">
+
+ <a href="../../ft_engineering/quantify.html">
+
+
+ <b>3.4.2.</b>
+
+ Quantify non-number features
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+ <li class="chapter " data-level="3.5" data-path="../../ft_engineering/feature_selection.html">
+
+ <a href="../../ft_engineering/feature_selection.html">
+
+
+ <b>3.5.</b>
+
+ Feature selection
+
+ </a>
+
+
+
+ </li>
+
+
+
+
+ <li class="header">Part IV - Evaluation</li>
+
+
+
+ <li class="chapter " data-level="4.1" data-path="../../eval/stat_eval.html">
+
+ <a href="../../eval/stat_eval.html">
+
+
+ <b>4.1.</b>
+
+ Statistical evaluation of a prediction model
+
+ </a>
+
+
+
+ <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>
+
+
+ </ul>
+
+ </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>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="4.3.1" data-path="../../eval/lr_datagen.html">
+
+ <a href="../../eval/lr_datagen.html">
+
+
+ <b>4.3.1.</b>
+
+ Logistic Regression data generation
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+
+
+
+ <li class="header">Part V - Binary classification</li>
+
+
+
+ <li class="chapter " data-level="5.1" data-path="../../binaryclass/a9a.html">
+
+ <a href="../../binaryclass/a9a.html">
+
+
+ <b>5.1.</b>
+
+ a9a Tutorial
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="5.1.1" data-path="../../binaryclass/a9a_dataset.html">
+
+ <a href="../../binaryclass/a9a_dataset.html">
+
+
+ <b>5.1.1.</b>
+
+ Data preparation
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="5.1.2" data-path="../../binaryclass/a9a_lr.html">
+
+ <a href="../../binaryclass/a9a_lr.html">
+
+
+ <b>5.1.2.</b>
+
+ Logistic Regression
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="5.1.3" data-path="../../binaryclass/a9a_minibatch.html">
+
+ <a href="../../binaryclass/a9a_minibatch.html">
+
+
+ <b>5.1.3.</b>
+
+ Mini-batch Gradient Descent
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+ <li class="chapter " data-level="5.2" data-path="../../binaryclass/news20.html">
+
+ <a href="../../binaryclass/news20.html">
+
+
+ <b>5.2.</b>
+
+ News20 Tutorial
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="5.2.1" data-path="../../binaryclass/news20_dataset.html">
+
+ <a href="../../binaryclass/news20_dataset.html">
+
+
+ <b>5.2.1.</b>
+
+ Data preparation
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="5.2.2" data-path="../../binaryclass/news20_pa.html">
+
+ <a href="../../binaryclass/news20_pa.html">
+
+
+ <b>5.2.2.</b>
+
+ Perceptron, Passive Aggressive
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="5.2.3" data-path="../../binaryclass/news20_scw.html">
+
+ <a href="../../binaryclass/news20_scw.html">
+
+
+ <b>5.2.3.</b>
+
+ CW, AROW, SCW
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="5.2.4" data-path="../../binaryclass/news20_adagrad.html">
+
+ <a href="../../binaryclass/news20_adagrad.html">
+
+
+ <b>5.2.4.</b>
+
+ AdaGradRDA, AdaGrad, AdaDelta
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+ <li class="chapter " data-level="5.3" data-path="../../binaryclass/kdd2010a.html">
+
+ <a href="../../binaryclass/kdd2010a.html">
+
+
+ <b>5.3.</b>
+
+ KDD2010a Tutorial
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="5.3.1" data-path="../../binaryclass/kdd2010a_dataset.html">
+
+ <a href="../../binaryclass/kdd2010a_dataset.html">
+
+
+ <b>5.3.1.</b>
+
+ Data preparation
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="5.3.2" data-path="../../binaryclass/kdd2010a_scw.html">
+
+ <a href="../../binaryclass/kdd2010a_scw.html">
+
+
+ <b>5.3.2.</b>
+
+ PA, CW, AROW, SCW
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+ <li class="chapter " data-level="5.4" data-path="../../binaryclass/kdd2010b.html">
+
+ <a href="../../binaryclass/kdd2010b.html">
+
+
+ <b>5.4.</b>
+
+ KDD2010b Tutorial
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="5.4.1" data-path="../../binaryclass/kdd2010b_dataset.html">
+
+ <a href="../../binaryclass/kdd2010b_dataset.html">
+
+
+ <b>5.4.1.</b>
+
+ Data preparation
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="5.4.2" data-path="../../binaryclass/kdd2010b_arow.html">
+
+ <a href="../../binaryclass/kdd2010b_arow.html">
+
+
+ <b>5.4.2.</b>
+
+ AROW
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+ <li class="chapter " data-level="5.5" data-path="../../binaryclass/webspam.html">
+
+ <a href="../../binaryclass/webspam.html">
+
+
+ <b>5.5.</b>
+
+ Webspam Tutorial
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="5.5.1" data-path="../../binaryclass/webspam_dataset.html">
+
+ <a href="../../binaryclass/webspam_dataset.html">
+
+
+ <b>5.5.1.</b>
+
+ Data pareparation
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="5.5.2" data-path="../../binaryclass/webspam_scw.html">
+
+ <a href="../../binaryclass/webspam_scw.html">
+
+
+ <b>5.5.2.</b>
+
+ PA1, AROW, SCW
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+ <li class="chapter " data-level="5.6" data-path="../../binaryclass/titanic_rf.html">
+
+ <a href="../../binaryclass/titanic_rf.html">
+
+
+ <b>5.6.</b>
+
+ Kaggle Titanic Tutorial
+
+ </a>
+
+
+
+ </li>
+
+
+
+
+ <li class="header">Part VI - Multiclass classification</li>
+
+
+
+ <li class="chapter " data-level="6.1" data-path="../../multiclass/news20.html">
+
+ <a href="../../multiclass/news20.html">
+
+
+ <b>6.1.</b>
+
+ News20 Multiclass Tutorial
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="6.1.1" data-path="../../multiclass/news20_dataset.html">
+
+ <a href="../../multiclass/news20_dataset.html">
+
+
+ <b>6.1.1.</b>
+
+ Data preparation
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.1.2" data-path="../../multiclass/news20_one-vs-the-rest_dataset.html">
+
+ <a href="../../multiclass/news20_one-vs-the-rest_dataset.html">
+
+
+ <b>6.1.2.</b>
+
+ Data preparation for one-vs-the-rest classifiers
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.1.3" data-path="../../multiclass/news20_pa.html">
+
+ <a href="../../multiclass/news20_pa.html">
+
+
+ <b>6.1.3.</b>
+
+ PA
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.1.4" data-path="../../multiclass/news20_scw.html">
+
+ <a href="../../multiclass/news20_scw.html">
+
+
+ <b>6.1.4.</b>
+
+ CW, AROW, SCW
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.1.5" data-path="../../multiclass/news20_ensemble.html">
+
+ <a href="../../multiclass/news20_ensemble.html">
+
+
+ <b>6.1.5.</b>
+
+ Ensemble learning
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.1.6" data-path="../../multiclass/news20_one-vs-the-rest.html">
+
+ <a href="../../multiclass/news20_one-vs-the-rest.html">
+
+
+ <b>6.1.6.</b>
+
+ one-vs-the-rest classifier
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+ <li class="chapter " data-level="6.2" data-path="../../multiclass/iris.html">
+
+ <a href="../../multiclass/iris.html">
+
+
+ <b>6.2.</b>
+
+ Iris Tutorial
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="6.2.1" data-path="../../multiclass/iris_dataset.html">
+
+ <a href="../../multiclass/iris_dataset.html">
+
+
+ <b>6.2.1.</b>
+
+ Data preparation
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.2.2" data-path="../../multiclass/iris_scw.html">
+
+ <a href="../../multiclass/iris_scw.html">
+
+
+ <b>6.2.2.</b>
+
+ SCW
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="6.2.3" data-path="../../multiclass/iris_randomforest.html">
+
+ <a href="../../multiclass/iris_randomforest.html">
+
+
+ <b>6.2.3.</b>
+
+ RandomForest
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+
+
+
+ <li class="header">Part VII - Regression</li>
+
+
+
+ <li class="chapter " data-level="7.1" data-path="../../regression/e2006.html">
+
+ <a href="../../regression/e2006.html">
+
+
+ <b>7.1.</b>
+
+ E2006-tfidf regression Tutorial
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="7.1.1" data-path="../../regression/e2006_dataset.html">
+
+ <a href="../../regression/e2006_dataset.html">
+
+
+ <b>7.1.1.</b>
+
+ Data preparation
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="7.1.2" data-path="../../regression/e2006_arow.html">
+
+ <a href="../../regression/e2006_arow.html">
+
+
+ <b>7.1.2.</b>
+
+ Passive Aggressive, AROW
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+ <li class="chapter " data-level="7.2" data-path="../../regression/kddcup12tr2.html">
+
+ <a href="../../regression/kddcup12tr2.html">
+
+
+ <b>7.2.</b>
+
+ KDDCup 2012 track 2 CTR prediction Tutorial
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="7.2.1" data-path="../../regression/kddcup12tr2_dataset.html">
+
+ <a href="../../regression/kddcup12tr2_dataset.html">
+
+
+ <b>7.2.1.</b>
+
+ Data preparation
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="7.2.2" data-path="../../regression/kddcup12tr2_lr.html">
+
+ <a href="../../regression/kddcup12tr2_lr.html">
+
+
+ <b>7.2.2.</b>
+
+ Logistic Regression, Passive Aggressive
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="7.2.3" data-path="../../regression/kddcup12tr2_lr_amplify.html">
+
+ <a href="../../regression/kddcup12tr2_lr_amplify.html">
+
+
+ <b>7.2.3.</b>
+
+ Logistic Regression with Amplifier
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="7.2.4" data-path="../../regression/kddcup12tr2_adagrad.html">
+
+ <a href="../../regression/kddcup12tr2_adagrad.html">
+
+
+ <b>7.2.4.</b>
+
+ AdaGrad, AdaDelta
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+
+
+
+ <li class="header">Part VIII - Recommendation</li>
+
+
+
+ <li class="chapter " data-level="8.1" data-path="../../recommend/cf.html">
+
+ <a href="../../recommend/cf.html">
+
+
+ <b>8.1.</b>
+
+ Collaborative Filtering
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="8.1.1" data-path="../../recommend/item_based_cf.html">
+
+ <a href="../../recommend/item_based_cf.html">
+
+
+ <b>8.1.1.</b>
+
+ Item-based Collaborative Filtering
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+ <li class="chapter " data-level="8.2" data-path="../../recommend/news20.html">
+
+ <a href="../../recommend/news20.html">
+
+
+ <b>8.2.</b>
+
+ News20 related article recommendation Tutorial
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="8.2.1" data-path="../../multiclass/news20_dataset.html">
+
+ <a href="../../multiclass/news20_dataset.html">
+
+
+ <b>8.2.1.</b>
+
+ Data preparation
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="8.2.2" data-path="../../recommend/news20_jaccard.html">
+
+ <a href="../../recommend/news20_jaccard.html">
+
+
+ <b>8.2.2.</b>
+
+ LSH/Minhash and Jaccard Similarity
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="8.2.3" data-path="../../recommend/news20_knn.html">
+
+ <a href="../../recommend/news20_knn.html">
+
+
+ <b>8.2.3.</b>
+
+ LSH/Minhash and Brute-Force Search
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="8.2.4" data-path="../../recommend/news20_bbit_minhash.html">
+
+ <a href="../../recommend/news20_bbit_minhash.html">
+
+
+ <b>8.2.4.</b>
+
+ kNN search using b-Bits Minhash
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+ <li class="chapter " data-level="8.3" data-path="../../recommend/movielens.html">
+
+ <a href="../../recommend/movielens.html">
+
+
+ <b>8.3.</b>
+
+ MovieLens movie recommendation Tutorial
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="8.3.1" data-path="../../recommend/movielens_dataset.html">
+
+ <a href="../../recommend/movielens_dataset.html">
+
+
+ <b>8.3.1.</b>
+
+ Data preparation
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="8.3.2" data-path="../../recommend/movielens_mf.html">
+
+ <a href="../../recommend/movielens_mf.html">
+
+
+ <b>8.3.2.</b>
+
+ Matrix Factorization
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="8.3.3" data-path="../../recommend/movielens_fm.html">
+
+ <a href="../../recommend/movielens_fm.html">
+
+
+ <b>8.3.3.</b>
+
+ Factorization Machine
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="8.3.4" data-path="../../recommend/movielens_cv.html">
+
+ <a href="../../recommend/movielens_cv.html">
+
+
+ <b>8.3.4.</b>
+
+ 10-fold Cross Validation (Matrix Factorization)
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+
+
+
+ <li class="header">Part IX - Anomaly Detection</li>
+
+
+
+ <li class="chapter " data-level="9.1" data-path="../../anomaly/lof.html">
+
+ <a href="../../anomaly/lof.html">
+
+
+ <b>9.1.</b>
+
+ Outlier Detection using Local Outlier Factor (LOF)
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="9.2" data-path="../../anomaly/sst.html">
+
+ <a href="../../anomaly/sst.html">
+
+
+ <b>9.2.</b>
+
+ Change-Point Detection using Singular Spectrum Transformation (SST)
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="9.3" data-path="../../anomaly/changefinder.html">
+
+ <a href="../../anomaly/changefinder.html">
+
+
+ <b>9.3.</b>
+
+ ChangeFinder: Detecting Outlier and Change-Point Simultaneously
+
+ </a>
+
+
+
+ </li>
+
+
+
+
+ <li class="header">Part X - Hivemall on Spark</li>
+
+
+
+ <li class="chapter active" data-level="10.1" data-path="./">
+
+ <a href="./">
+
+
+ <b>10.1.</b>
+
+ Getting Started
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="10.1.1" data-path="installation.html">
+
+ <a href="installation.html">
+
+
+ <b>10.1.1.</b>
+
+ Installation
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+ <li class="chapter " data-level="10.2" data-path="../binaryclass/">
+
+ <a href="../binaryclass/">
+
+
+ <b>10.2.</b>
+
+ Binary Classification
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="10.2.1" data-path="../binaryclass/a9a_df.html">
+
+ <a href="../binaryclass/a9a_df.html">
+
+
+ <b>10.2.1.</b>
+
+ a9a Tutorial for DataFrame
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+ <li class="chapter " data-level="10.3" data-path="../binaryclass/">
+
+ <a href="../binaryclass/">
+
+
+ <b>10.3.</b>
+
+ Regression
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="10.3.1" data-path="../regression/e2006_df.html">
+
+ <a href="../regression/e2006_df.html">
+
+
+ <b>10.3.1.</b>
+
+ E2006-tfidf regression Tutorial for DataFrame
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+ <li class="chapter " data-level="10.4" data-path="../misc/misc.html">
+
+ <a href="../misc/misc.html">
+
+
+ <b>10.4.</b>
+
+ Generic features
+
+ </a>
+
+
+
+ <ul class="articles">
+
+
+ <li class="chapter " data-level="10.4.1" data-path="../misc/topk_join.html">
+
+ <a href="../misc/topk_join.html">
+
+
+ <b>10.4.1.</b>
+
+ Top-k Join processing
+
+ </a>
+
+
+
+ </li>
+
+
+ </ul>
+
+ </li>
+
+
+
+
+ <li class="header">Part X - External References</li>
+
+
+
+ <li class="chapter " data-level="11.1" >
+
+ <a target="_blank" href="https://github.com/maropu/hivemall-spark">
+
+
+ <b>11.1.</b>
+
+ Hivemall on Apache Spark
+
+ </a>
+
+
+
+ </li>
+
+ <li class="chapter " data-level="11.2" >
+
+ <a target="_blank" href="https://github.com/daijyc/hivemall/wiki/PigHome">
+
+
+ <b>11.2.</b>
+
+ Hivemall on Apache Pig
+
+ </a>
+
+
+
+ </li>
+
+
+
+
+ <li class="divider"></li>
+
+ <li>
+ <a href="https://www.gitbook.com" target="blank" class="gitbook-link">
+ Published with GitBook
+ </a>
+ </li>
+</ul>
+
+
+ </nav>
+
+
+ </div>
+
+ <div class="book-body">
+
+ <div class="body-inner">
+
+
+
+<div class="book-header" role="navigation">
+
+
+ <!-- Title -->
+ <h1>
+ <i class="fa fa-circle-o-notch fa-spin"></i>
+ <a href="../.." >Getting Started</a>
+ </h1>
+</div>
+
+
+
+
+ <div class="page-wrapper" tabindex="-1" role="main">
+ <div class="page-inner">
+
+<div id="book-search-results">
+ <div class="search-noresults">
+
+ <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.
+-->
+<h1 id="summary">Summary</h1>
+<p><div id="page-footer"><hr><!--
+ 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><sub><font color="gray">
+Apache Hivemall is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator.
+</font></sub></p>
+</div></p>
+
+
+ </section>
+
+ </div>
+ <div class="search-results">
+ <div class="has-results">
+
+ <h1 class="search-results-title"><span class='search-results-count'></span> results matching "<span class='search-query'></span>"</h1>
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+ var gitbook = gitbook || [];
+ gitbook.push(function() {
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diff --git a/userguide/spark/getting_started/installation.html b/userguide/spark/getting_started/installation.html
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[06/10] incubator-hivemall-site git commit: Fixed a link in user guide
Posted by my...@apache.org.
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/52fd55ec/userguide/multiclass/news20_ensemble.html
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diff --git a/userguide/recommend/movielens_mf.html b/userguide/recommend/movielens_mf.html
index e21f045..e01b186 100644
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<b>10.1.</b>
@@ -2119,7 +2119,7 @@ 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/52fd55ec/userguide/recommend/news20.html
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diff --git a/userguide/recommend/news20.html b/userguide/recommend/news20.html
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<b>10.1.</b>
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[07/10] incubator-hivemall-site git commit: Fixed a link in user guide
Posted by my...@apache.org.
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/52fd55ec/userguide/getting_started/installation.html
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diff --git a/userguide/getting_started/installation.html b/userguide/getting_started/installation.html
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<b>10.1.</b>
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/52fd55ec/userguide/getting_started/permanent-functions.html
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[10/10] incubator-hivemall-site git commit: Fixed a link in user guide
Posted by my...@apache.org.
Fixed a link in user guide
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/52fd55ec
Tree: http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/tree/52fd55ec
Diff: http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/diff/52fd55ec
Branch: refs/heads/asf-site
Commit: 52fd55ece4b03d51998db3ed8daca2603f8a7bfb
Parents: 960b7d2
Author: myui <yu...@gmail.com>
Authored: Fri Mar 3 01:16:04 2017 +0900
Committer: myui <yu...@gmail.com>
Committed: Fri Mar 3 01:16:04 2017 +0900
----------------------------------------------------------------------
userguide/anomaly/changefinder.html | 8 +-
userguide/anomaly/lof.html | 6 +-
userguide/anomaly/sst.html | 6 +-
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userguide/binaryclass/a9a_minibatch.html | 6 +-
userguide/binaryclass/kdd2010a.html | 6 +-
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userguide/multiclass/iris_dataset.html | 6 +-
userguide/multiclass/iris_randomforest.html | 6 +-
userguide/multiclass/iris_scw.html | 6 +-
userguide/multiclass/news20.html | 6 +-
userguide/multiclass/news20_dataset.html | 6 +-
userguide/multiclass/news20_ensemble.html | 6 +-
.../multiclass/news20_one-vs-the-rest.html | 6 +-
.../news20_one-vs-the-rest_dataset.html | 6 +-
userguide/multiclass/news20_pa.html | 6 +-
userguide/multiclass/news20_scw.html | 6 +-
userguide/recommend/cf.html | 6 +-
userguide/recommend/item_based_cf.html | 6 +-
userguide/recommend/movielens.html | 6 +-
userguide/recommend/movielens_cv.html | 6 +-
userguide/recommend/movielens_dataset.html | 6 +-
userguide/recommend/movielens_fm.html | 6 +-
userguide/recommend/movielens_mf.html | 6 +-
userguide/recommend/news20.html | 6 +-
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userguide/recommend/news20_jaccard.html | 6 +-
userguide/recommend/news20_knn.html | 6 +-
userguide/regression/e2006.html | 6 +-
userguide/regression/e2006_arow.html | 6 +-
userguide/regression/e2006_dataset.html | 6 +-
userguide/regression/kddcup12tr2.html | 6 +-
userguide/regression/kddcup12tr2_adagrad.html | 6 +-
userguide/regression/kddcup12tr2_dataset.html | 6 +-
userguide/regression/kddcup12tr2_lr.html | 6 +-
.../regression/kddcup12tr2_lr_amplify.html | 6 +-
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userguide/spark/getting_started/index.html | 2027 ++++++++++++++++++
.../spark/getting_started/installation.html | 8 +-
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userguide/spark/regression/e2006_df.html | 6 +-
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.../troubleshooting/mapjoin_task_error.html | 6 +-
userguide/troubleshooting/num_mappers.html | 6 +-
userguide/troubleshooting/oom.html | 6 +-
97 files changed, 2313 insertions(+), 285 deletions(-)
----------------------------------------------------------------------
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/52fd55ec/userguide/anomaly/changefinder.html
----------------------------------------------------------------------
diff --git a/userguide/anomaly/changefinder.html b/userguide/anomaly/changefinder.html
index f83276c..3bd479a 100644
--- a/userguide/anomaly/changefinder.html
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@@ -97,7 +97,7 @@
<link rel="shortcut icon" href="../gitbook/images/favicon.ico" type="image/x-icon">
- <link rel="next" href="../getting_started/" />
+ <link rel="next" href="../spark/getting_started/" />
<link rel="prev" href="sst.html" />
@@ -1652,9 +1652,9 @@
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<b>10.1.</b>
@@ -2142,7 +2142,7 @@ 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/52fd55ec/userguide/anomaly/lof.html
----------------------------------------------------------------------
diff --git a/userguide/anomaly/lof.html b/userguide/anomaly/lof.html
index 2cb0873..189cbb9 100644
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<b>10.1.</b>
@@ -2120,7 +2120,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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