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Posted to commits@hivemall.apache.org by my...@apache.org on 2016/11/14 10:46:11 UTC
[01/12] incubator-hivemall-site git commit: added footers in the user
guide
Repository: incubator-hivemall-site
Updated Branches:
refs/heads/asf-site 7fe890f3c -> 706150269
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/troubleshooting/asterisk.html
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diff --git a/userguide/troubleshooting/asterisk.html b/userguide/troubleshooting/asterisk.html
index 5a21a4c..634dea2 100644
--- a/userguide/troubleshooting/asterisk.html
+++ b/userguide/troubleshooting/asterisk.html
@@ -1631,8 +1631,30 @@
<section class="normal markdown-section">
- <p>See <a href="https://issues.apache.org/jira/browse/HIVE-4181" target="_blank">HIVE-4181</a> that asterisk argument without table alias for UDTF is not working. It has been fixed as part of Hive v0.12 release.</p>
-<p>A possible workaround is to use asterisk with a table alias, or to specify names of arguments explicitly.</p>
+ <!--
+ 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>See <a href="https://issues.apache.org/jira/browse/HIVE-4181" target="_blank">HIVE-4181</a> that asterisk argument without table alias for UDTF is not working. It has been fixed as part of Hive v0.12 release.</p>
+<p>A possible workaround is to use asterisk with a table alias, or to specify names of arguments explicitly.
+<div id="page-footer"><hr><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>
@@ -1666,7 +1688,7 @@
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/troubleshooting/index.html
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diff --git a/userguide/troubleshooting/index.html b/userguide/troubleshooting/index.html
index 468db5f..6b3258f 100644
--- a/userguide/troubleshooting/index.html
+++ b/userguide/troubleshooting/index.html
@@ -1631,7 +1631,29 @@
<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><div id="page-footer"><hr><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>
@@ -1664,7 +1686,7 @@
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/troubleshooting/mapjoin_classcastex.html
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diff --git a/userguide/troubleshooting/mapjoin_classcastex.html b/userguide/troubleshooting/mapjoin_classcastex.html
index 0943034..d55ad7f 100644
--- a/userguide/troubleshooting/mapjoin_classcastex.html
+++ b/userguide/troubleshooting/mapjoin_classcastex.html
@@ -1631,11 +1631,33 @@
<section class="normal markdown-section">
- <p>Map-side join on Tez causes <a href="http://markmail.org/message/7cwbgupnhah6ggkv" target="_blank">ClassCastException</a> when a serialized table contains array column(s).</p>
+ <!--
+ 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>Map-side join on Tez causes <a href="http://markmail.org/message/7cwbgupnhah6ggkv" target="_blank">ClassCastException</a> when a serialized table contains array column(s).</p>
<p>[Workaround] Try setting <em>hive.mapjoin.optimized.hashtable</em> off as follows:</p>
<pre><code class="lang-sql"><span class="hljs-keyword">set</span> hive.mapjoin.optimized.hashtable=<span class="hljs-literal">false</span>;
</code></pre>
-<p>Caution: Fixed in Hive 1.3.0. Refer <a href="https://issues.apache.org/jira/browse/HIVE-11051" target="_blank">HIVE_11051</a> for the detail.</p>
+<p>Caution: Fixed in Hive 1.3.0. Refer <a href="https://issues.apache.org/jira/browse/HIVE-11051" target="_blank">HIVE_11051</a> for the detail.
+<div id="page-footer"><hr><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>
@@ -1669,7 +1691,7 @@
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/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 11daaa5..db43db1 100644
--- a/userguide/troubleshooting/mapjoin_task_error.html
+++ b/userguide/troubleshooting/mapjoin_task_error.html
@@ -1631,11 +1631,33 @@
<section class="normal markdown-section">
- <p>From Hive 0.11.0, <strong>hive.auto.convert.join</strong> is <a href="https://issues.apache.org/jira/browse/HIVE-3297" target="_blank">enabled by the default</a>.</p>
+ <!--
+ 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>From Hive 0.11.0, <strong>hive.auto.convert.join</strong> is <a href="https://issues.apache.org/jira/browse/HIVE-3297" target="_blank">enabled by the default</a>.</p>
<p>When using complex queries using views, the auto conversion sometimes throws SemanticException, cannot serialize object.</p>
<p>Workaround for the exception is to disable <strong>hive.auto.convert.join</strong> before the execution as follows.</p>
<pre><code>set hive.auto.convert.join=false;
-</code></pre>
+</code></pre><p><div id="page-footer"><hr><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>
@@ -1668,7 +1690,7 @@
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/troubleshooting/num_mappers.html
----------------------------------------------------------------------
diff --git a/userguide/troubleshooting/num_mappers.html b/userguide/troubleshooting/num_mappers.html
index fde8325..d22bc63 100644
--- a/userguide/troubleshooting/num_mappers.html
+++ b/userguide/troubleshooting/num_mappers.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>The default <em>hive.input.format</em> is set to <em>org.apache.hadoop.hive.ql.io.CombineHiveInputFormat</em>.
+ <!--
+ 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>The default <em>hive.input.format</em> is set to <em>org.apache.hadoop.hive.ql.io.CombineHiveInputFormat</em>.
This configuration could give less number of mappers than the split size (i.e., # blocks in HDFS) of the input table.</p>
<p>Try setting <em>org.apache.hadoop.hive.ql.io.HiveInputFormat</em> for <em>hive.input.format</em>.</p>
<pre><code>set hive.input.format=org.apache.hadoop.hive.ql.io.HiveInputFormat;
@@ -1643,7 +1661,11 @@ This configuration could give less number of mappers than the split size (i.e.,
<hr>
<p>You can then control the maximum number of mappers via setting:</p>
<pre><code>set mapreduce.job.maps=128;
-</code></pre>
+</code></pre><p><div id="page-footer"><hr><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>
@@ -1676,7 +1698,7 @@ This configuration could give less number of mappers than the split size (i.e.,
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/troubleshooting/oom.html
----------------------------------------------------------------------
diff --git a/userguide/troubleshooting/oom.html b/userguide/troubleshooting/oom.html
index b7dfde2..027bde7 100644
--- a/userguide/troubleshooting/oom.html
+++ b/userguide/troubleshooting/oom.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <h1 id="oom-in-mappers">OOM in mappers</h1>
+ <!--
+ 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="oom-in-mappers">OOM in mappers</h1>
<p>In a certain setting, the default input split size is too large for Hivemall. Due to that, OutOfMemoryError cloud happen on mappers in the middle of training.</p>
<p>Then, revise your a Hadoop setting (<strong>mapred.child.java.opts</strong>/<strong>mapred.map.child.java.opts</strong>) first to use a larger value as possible.</p>
<p>If an OOM error still caused after that, set smaller <strong>mapred.max.split.size</strong> value before training.</p>
@@ -1640,7 +1658,11 @@
<h1 id="oom-in-shufflemerge">OOM in shuffle/merge</h1>
<p>If OOM caused during the merge step, try setting a larger <strong>mapred.reduce.tasks</strong> value before training and revise <a href="http://hadoop.apache.org/docs/r1.0.4/mapred_tutorial.html#Shuffle%2FReduce+Parameters" target="_blank">shuffle/reduce parameters</a>.</p>
<pre><code>SET mapred.reduce.tasks=64;
-</code></pre><p>If your OOM happened by using amplify(), try using rand_amplify() instead.</p>
+</code></pre><p>If your OOM happened by using amplify(), try using rand_amplify() instead.
+<div id="page-footer"><hr><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>
@@ -1674,7 +1696,7 @@
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[07/12] incubator-hivemall-site git commit: added footers in the user
guide
Posted by my...@apache.org.
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/ft_engineering/tfidf.html
----------------------------------------------------------------------
diff --git a/userguide/ft_engineering/tfidf.html b/userguide/ft_engineering/tfidf.html
index 7c6eb3a..d11d9a6 100644
--- a/userguide/ft_engineering/tfidf.html
+++ b/userguide/ft_engineering/tfidf.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>This document explains how to compute <a href="http://en.wikipedia.org/wiki/Tf%E2%80%93idf" target="_blank">TF-IDF</a> with Apache Hive/Hivemall.</p>
+ <!--
+ 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>This document explains how to compute <a href="http://en.wikipedia.org/wiki/Tf%E2%80%93idf" target="_blank">TF-IDF</a> with Apache Hive/Hivemall.</p>
<p>What you need to compute TF-IDF is a table/view composing (docid, word) pair, 2 views, and 1 query.</p>
<p><em>Note that this feature is supported since Hivemall v0.3-beta3 or later. Macro is supported since Hive 0.12 or later.</em></p>
<h1 id="define-macros-used-in-the-tf-idf-computation">Define macros used in the TF-IDF computation</h1>
@@ -1761,7 +1779,11 @@ dy:0.026135361945200226"]
.04200326112968063","judgement:0.035169554338885474","apply:0.035169554338885474","disposition:0.035169554338
885474","given:0.035169554338885474"
...
-</code></pre>
+</code></pre><p><div id="page-footer"><hr><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>
@@ -1794,7 +1816,7 @@ dy:0.026135361945200226"]
<script>
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/ft_engineering/vectorizer.html
----------------------------------------------------------------------
diff --git a/userguide/ft_engineering/vectorizer.html b/userguide/ft_engineering/vectorizer.html
index 7a22efd..0078307 100644
--- a/userguide/ft_engineering/vectorizer.html
+++ b/userguide/ft_engineering/vectorizer.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <h2 id="feature-vectorizer">Feature Vectorizer</h2>
+ <!--
+ 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.
+-->
+<h2 id="feature-vectorizer">Feature Vectorizer</h2>
<p><code>array<string> vectorize_feature(array<string> featureNames, ...)</code> is useful to generate a feature vector for each row, from a table.</p>
<pre><code class="lang-sql">select vectorize_features(array("a","b"),"0.2","0.3") from dual;
>["a:0.2","b:0.3"]
@@ -1668,6 +1686,10 @@ limit 2;
> 1 ["age:39.0","job#blue-collar","marital#married","education#secondary","default#no","balance:1756.0","housing#yes","loan#no","contact#cellular","day:3.0","month#apr","duration:939.0","campaign:1.0","pdays:-1.0","poutcome#unknown"] 1
> 2 ["age:51.0","job#entrepreneur","marital#married","education#primary","default#no","balance:1443.0","housing#no","loan#no","contact#cellular","day:18.0","month#feb","duration:172.0","campaign:10.0","pdays:-1.0","poutcome#unknown"] 1
</code></pre>
+<p><div id="page-footer"><hr><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>
@@ -1701,7 +1723,7 @@ limit 2;
<script>
var gitbook = gitbook || [];
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+ gitbook.page.hasChanged({"page":{"title":"Vectorize Features","level":"3.4.1","depth":2,"next":{"title":"Quantify non-number features","level":"3.4.2","depth":2,"path":"ft_engineering/quantify.md","ref":"ft_engineering/quantify.md","articles":[]},"previous":{"title":"FEATURE TRANSFORMATION","level":"3.4","depth":1,"path":"ft_engineering/ft_trans.md","ref":"ft_engineering/ft_trans.md","articles":[{"title":"Vectorize Features","level":"3.4.1","depth":2,"path":"ft_engineering/vectorizer.md","ref":"ft_engineering/vectorizer.md","articles":[]},{"title":"Quantify non-number features","level":"3.4.2","depth":2,"path":"ft_engineering/quantify.md","ref":"ft_engineering/quantify.md","articles":[]}]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/getting_started/index.html
----------------------------------------------------------------------
diff --git a/userguide/getting_started/index.html b/userguide/getting_started/index.html
index 249c825..1a90993 100644
--- a/userguide/getting_started/index.html
+++ b/userguide/getting_started/index.html
@@ -1631,7 +1631,29 @@
<section class="normal markdown-section">
- <h1 id="summary">Summary</h1>
+ <!--
+ 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><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>
@@ -1665,7 +1687,7 @@
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var gitbook = gitbook || [];
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+ gitbook.page.hasChanged({"page":{"title":"Getting Started","level":"1.2","depth":1,"next":{"title":"Installation","level":"1.2.1","depth":2,"path":"getting_started/installation.md","ref":"getting_started/installation.md","articles":[]},"previous":{"title":"Introduction","level":"1.1","depth":1,"path":"README.md","ref":"README.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter":{},"search":{},"downloadpdf":{"base":"https://gi
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/getting_started/input-format.html
----------------------------------------------------------------------
diff --git a/userguide/getting_started/input-format.html b/userguide/getting_started/input-format.html
index be88c0e..8e7e876 100644
--- a/userguide/getting_started/input-format.html
+++ b/userguide/getting_started/input-format.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>This page explains the input format of training data in Hivemall.
+ <!--
+ 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>This page explains the input format of training data in Hivemall.
Here, we use <a href="http://en.wikipedia.org/wiki/Extended_Backus%E2%80%93Naur_Form" target="_blank">EBNF</a>-like notation for describing the format.</p>
<!-- toc --><div id="toc" class="toc">
@@ -1797,6 +1815,10 @@ feature(mhash(extract_feature("xxxxxxx-yyyyyy-weight:55.3")), extract_
<span class="hljs-keyword">from</span>
<span class="hljs-keyword">table</span>;
</code></pre>
+<p><div id="page-footer"><hr><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>
@@ -1830,7 +1852,7 @@ feature(mhash(extract_feature("xxxxxxx-yyyyyy-weight:55.3")), extract_
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Input Format","level":"1.2.3","depth":2,"next":{"title":"Tips for Effective Hivemall","level":"1.3","depth":1,"path":"tips/README.md","ref":"tips/README.md","articles":[{"title":"Explicit addBias() for better prediction","level":"1.3.1","depth":2,"path":"tips/addbias.md","ref":"tips/addbias.md","articles":[]},{"title":"Use rand_amplify() to better prediction results","level":"1.3.2","depth":2,"path":"tips/rand_amplify.md","ref":"tips/rand_amplify.md","articles":[]},{"title":"Real-time Prediction on RDBMS","level":"1.3.3","depth":2,"path":"tips/rt_prediction.md","ref":"tips/rt_prediction.md","articles":[]},{"title":"Ensemble learning for stable prediction","level":"1.3.4","depth":2,"path":"tips/ensemble_learning.md","ref":"tips/ensemble_learning.md","articles":[]},{"title":"Mixing models for a better prediction convergence (MIX server)","level":"1.3.5","depth":2,"path":"tips/mixserver.md","ref":"tips/mixserver.md","articles":[]},{
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+ gitbook.page.hasChanged({"page":{"title":"Input Format","level":"1.2.3","depth":2,"next":{"title":"Tips for Effective Hivemall","level":"1.3","depth":1,"path":"tips/README.md","ref":"tips/README.md","articles":[{"title":"Explicit addBias() for better prediction","level":"1.3.1","depth":2,"path":"tips/addbias.md","ref":"tips/addbias.md","articles":[]},{"title":"Use rand_amplify() to better prediction results","level":"1.3.2","depth":2,"path":"tips/rand_amplify.md","ref":"tips/rand_amplify.md","articles":[]},{"title":"Real-time Prediction on RDBMS","level":"1.3.3","depth":2,"path":"tips/rt_prediction.md","ref":"tips/rt_prediction.md","articles":[]},{"title":"Ensemble learning for stable prediction","level":"1.3.4","depth":2,"path":"tips/ensemble_learning.md","ref":"tips/ensemble_learning.md","articles":[]},{"title":"Mixing models for a better prediction convergence (MIX server)","level":"1.3.5","depth":2,"path":"tips/mixserver.md","ref":"tips/mixserver.md","articles":[]},{
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/getting_started/installation.html
----------------------------------------------------------------------
diff --git a/userguide/getting_started/installation.html b/userguide/getting_started/installation.html
index d2eac09..f223bf0 100644
--- a/userguide/getting_started/installation.html
+++ b/userguide/getting_started/installation.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <h1 id="prerequisites">Prerequisites</h1>
+ <!--
+ 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="prerequisites">Prerequisites</h1>
<ul>
<li>Hive v0.12 or later</li>
<li>Java 7 or later</li>
@@ -1646,7 +1664,11 @@ source /home/myui/tmp/define-all.hive;
<pre><code>$ hive
add jar /tmp/hivemall-core-xxx-with-dependencies.jar;
source /tmp/define-all.hive;
-</code></pre>
+</code></pre><p><div id="page-footer"><hr><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>
@@ -1679,7 +1701,7 @@ source /tmp/define-all.hive;
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- 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_started/installation.md","ref":"getting_started/installation.md","articles":[]},{"title":"Install as permanent functions","level":"1.2.2","depth":2,"path":"getting_started/permanent-functions.md","ref":"getting_started/permanent-functions.md","articles":[]},{"title":"Input Format","level":"1.2.3","depth":2,"path":"getting_started/input-format.md","ref":"getting_started/input-format.md","articles":[]}]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callout
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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_started/installation.md","ref":"getting_started/installation.md","articles":[]},{"title":"Install as permanent functions","level":"1.2.2","depth":2,"path":"getting_started/permanent-functions.md","ref":"getting_started/permanent-functions.md","articles":[]},{"title":"Input Format","level":"1.2.3","depth":2,"path":"getting_started/input-format.md","ref":"getting_started/input-format.md","articles":[]}]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callout
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"}},"gitbook":"3.x.x","description":"User Manual for Apache Hivemall"},"file":{"path":"getting_started/installation.md","mtime":"2016-11-12T07:18:00.000Z","type":"markdown"},"gitbook":{"version":"3.2.2","time":"2016-11-14T10:40:22.987Z"},"basePath":"..","book":{"language":""}});
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/getting_started/permanent-functions.html
----------------------------------------------------------------------
diff --git a/userguide/getting_started/permanent-functions.html b/userguide/getting_started/permanent-functions.html
index 70bf1d0..7d13da7 100644
--- a/userguide/getting_started/permanent-functions.html
+++ b/userguide/getting_started/permanent-functions.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>Hive v0.13 or later supports <a href="https://cwiki.apache.org/confluence/display/Hive/LanguageManual+DDL#LanguageManualDDL-Create/DropFunction" target="_blank">permanent functions</a> that live across sessions.</p>
+ <!--
+ 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>Hive v0.13 or later supports <a href="https://cwiki.apache.org/confluence/display/Hive/LanguageManual+DDL#LanguageManualDDL-Create/DropFunction" target="_blank">permanent functions</a> that live across sessions.</p>
<p>Permanent functions are useful when you are using Hive through Hiveserver or to avoid hivemall installation for each session.</p>
<p><em>Note: This feature is supported since hivemall-0.3 beta 3 or later.</em></p>
<!-- toc --><div id="toc" class="toc">
@@ -1664,7 +1682,11 @@ source /tmp/define-all-as-permanent.hive;
> hivemall.adadelta
> hivemall.adagrad
</code></pre>
-<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>You need to specify "hivemall." prefix to call hivemall UDFs in your queries if UDFs are loaded into non-default scheme, in this case <em>hivemall</em>.</p></div></div>
+<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>You need to specify "hivemall." prefix to call hivemall UDFs in your queries if UDFs are loaded into non-default scheme, in this case <em>hivemall</em>.
+<div id="page-footer"><hr><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></div></div>
</section>
@@ -1698,7 +1720,7 @@ source /tmp/define-all-as-permanent.hive;
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/index.html
----------------------------------------------------------------------
diff --git a/userguide/index.html b/userguide/index.html
index fe750fe..a2c73fd 100644
--- a/userguide/index.html
+++ b/userguide/index.html
@@ -1629,7 +1629,25 @@
<section class="normal markdown-section">
- <h1 id="introduction">Introduction</h1>
+ <!--
+ 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="introduction">Introduction</h1>
<div class="alert alert-info">
Apache Hivemall is a collection of machine learning algorithms and versatile data analytics functions. It provides a number of ease of use machine learning functionalities through the <a href="https://cwiki.apache.org/confluence/display/Hive/LanguageManual+UDF" target="_blank">Apache Hive UDF/UDAF/UDTF interface</a>.
</div>
@@ -1642,10 +1660,11 @@ Apache Hivemall is a collection of machine learning algorithms and versatile dat
Thus, it can be considered as a cross platform library for machine learning; prediction models built by a batch query of Apache Hive can be used on Apache Spark/Pig, and conversely, prediction models build by Apache Spark can be used from Apache Hive/Pig.</p>
<div style="text-align:center"><img src="resources/images/techstack.png" width="80%" height="80%"></div>
-<hr>
-<font color="gray">
-<sub>Apache Hivemall is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the <a href="http://incubator.apache.org/" target="_blank">Apache Incubator</a>.</sub>
-</font>
+<p><div id="page-footer"><hr><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>
@@ -1678,7 +1697,7 @@ Thus, it can be considered as a cross platform library for machine learning; pre
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/misc/generic_funcs.html
----------------------------------------------------------------------
diff --git a/userguide/misc/generic_funcs.html b/userguide/misc/generic_funcs.html
index 93f98fc..eec951a 100644
--- a/userguide/misc/generic_funcs.html
+++ b/userguide/misc/generic_funcs.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>This page describes a list of useful Hivemall generic functions.</p>
+ <!--
+ 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>This page describes a list of useful Hivemall generic functions.</p>
<h1 id="array-functions">Array functions</h1>
<h2 id="array-udfs">Array UDFs</h2>
<ul>
@@ -1817,7 +1835,11 @@ select normalize_unicode('㈱㌧㌦Ⅲ','NFKC
<p>A similar function to PostgreSQL's <code>generate_serics</code>.
<a href="http://www.postgresql.org/docs/current/static/functions-srf.html" target="_blank">http://www.postgresql.org/docs/current/static/functions-srf.html</a></p>
<ul>
-<li><code>x_rank(KEY)</code> - Generates a pseudo sequence number starting from 1 for each key</li>
+<li><code>x_rank(KEY)</code> - Generates a pseudo sequence number starting from 1 for each key
+<div id="page-footer"><hr><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></li>
</ul>
@@ -1852,7 +1874,7 @@ select normalize_unicode('㈱㌧㌦Ⅲ','NFKC
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/misc/tokenizer.html
----------------------------------------------------------------------
diff --git a/userguide/misc/tokenizer.html b/userguide/misc/tokenizer.html
index 02f3ca6..e0d3959 100644
--- a/userguide/misc/tokenizer.html
+++ b/userguide/misc/tokenizer.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <h1 id="tokenizer-for-english-texts">Tokenizer for English Texts</h1>
+ <!--
+ 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="tokenizer-for-english-texts">Tokenizer for English Texts</h1>
<p>Hivemall provides simple English text tokenizer UDF that has following syntax:</p>
<pre><code class="lang-sql">tokenize(text input, optional boolean toLowerCase = false)
</code></pre>
@@ -1652,7 +1670,11 @@
<blockquote>
<p>["kuromoji","使う","分かち書き","テスト","第","二","引数","normal","search","extended","指定","デフォルト","normal","モード"]</p>
</blockquote>
-<p>For detailed APIs, please refer Javadoc of <a href="https://lucene.apache.org/core/5_3_1/analyzers-kuromoji/org/apache/lucene/analysis/ja/JapaneseAnalyzer.html" target="_blank">JapaneseAnalyzer</a> as well.</p>
+<p>For detailed APIs, please refer Javadoc of <a href="https://lucene.apache.org/core/5_3_1/analyzers-kuromoji/org/apache/lucene/analysis/ja/JapaneseAnalyzer.html" target="_blank">JapaneseAnalyzer</a> as well.
+<div id="page-footer"><hr><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>
@@ -1686,7 +1708,7 @@
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/misc/topk.html
----------------------------------------------------------------------
diff --git a/userguide/misc/topk.html b/userguide/misc/topk.html
index a1ddad7..6ab13c2 100644
--- a/userguide/misc/topk.html
+++ b/userguide/misc/topk.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p><code>each_top_k(int k, ANY group, double value, arg1, arg2, ..., argN)</code> returns a top-k records for each <code>group</code>. It returns a relation consists of <code>(int rank, double value, arg1, arg2, .., argN)</code>.</p>
+ <!--
+ 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><code>each_top_k(int k, ANY group, double value, arg1, arg2, ..., argN)</code> returns a top-k records for each <code>group</code>. It returns a relation consists of <code>(int rank, double value, arg1, arg2, .., argN)</code>.</p>
<p>This function is particularly useful for applying a similarity/distance function where the computation complexity is <strong>O(nm)</strong>.</p>
<p><code>each_top_k</code> is very fast when compared to other methods running top-k queries (e.g., <a href="https://ragrawal.wordpress.com/2011/11/18/extract-top-n-records-in-each-group-in-hadoophive/" target="_blank"><code>rank/distributed by</code></a>) in Hive.</p>
<h2 id="caution">Caution</h2>
@@ -1895,7 +1913,11 @@ s05 <span class="hljs-keyword">as</span> (
4 0.4432108402252197 3 26220 1
5 0.44323229789733887 3 18541 0
...
-</code></pre>
+</code></pre><p><div id="page-footer"><hr><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>
@@ -1928,7 +1950,7 @@ s05 <span class="hljs-keyword">as</span> (
<script>
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</div>
[06/12] incubator-hivemall-site git commit: added footers in the user
guide
Posted by my...@apache.org.
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/multiclass/iris.html
----------------------------------------------------------------------
diff --git a/userguide/multiclass/iris.html b/userguide/multiclass/iris.html
index ca9fd89..c2eb9d6 100644
--- a/userguide/multiclass/iris.html
+++ b/userguide/multiclass/iris.html
@@ -1631,7 +1631,29 @@
<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><div id="page-footer"><hr><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>
@@ -1664,7 +1686,7 @@
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Iris Tutorial","level":"6.2","depth":1,"next":{"title":"Data preparation","level":"6.2.1","depth":2,"path":"multiclass/iris_dataset.md","ref":"multiclass/iris_dataset.md","articles":[]},"previous":{"title":"one-vs-the-rest classifier","level":"6.1.6","depth":2,"path":"multiclass/news20_one-vs-the-rest.md","ref":"multiclass/news20_one-vs-the-rest.md","articles":[]},"dir":"neutral"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter":{
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+ gitbook.page.hasChanged({"page":{"title":"Iris Tutorial","level":"6.2","depth":1,"next":{"title":"Data preparation","level":"6.2.1","depth":2,"path":"multiclass/iris_dataset.md","ref":"multiclass/iris_dataset.md","articles":[]},"previous":{"title":"one-vs-the-rest classifier","level":"6.1.6","depth":2,"path":"multiclass/news20_one-vs-the-rest.md","ref":"multiclass/news20_one-vs-the-rest.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/multiclass/iris_dataset.html
----------------------------------------------------------------------
diff --git a/userguide/multiclass/iris_dataset.html b/userguide/multiclass/iris_dataset.html
index a3cf67f..83caee5 100644
--- a/userguide/multiclass/iris_dataset.html
+++ b/userguide/multiclass/iris_dataset.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <h1 id="dataset-prepration">Dataset prepration</h1>
+ <!--
+ 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="dataset-prepration">Dataset prepration</h1>
<p>Iris Dataset: <a href="https://archive.ics.uci.edu/ml/datasets/Iris" target="_blank">https://archive.ics.uci.edu/ml/datasets/Iris</a></p>
<pre><code class="lang-sh">$ wget http://archive.ics.uci.edu/ml/machine-learning-databases/iris/iris.data
$ less iris.data
@@ -1801,6 +1819,10 @@ from
<blockquote>
<p>0.9666666666666667</p>
</blockquote>
+<p><div id="page-footer"><hr><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>
@@ -1834,7 +1856,7 @@ from
<script>
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diff --git a/userguide/multiclass/iris_randomforest.html b/userguide/multiclass/iris_randomforest.html
index a7f0bc2..b098c08 100644
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+++ b/userguide/multiclass/iris_randomforest.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p><em>NOTE: RandomForest is being supported from Hivemall v0.4 or later.</em></p>
+ <!--
+ 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><em>NOTE: RandomForest is being supported from Hivemall v0.4 or later.</em></p>
<h1 id="dataset">Dataset</h1>
<ul>
<li><a href="https://archive.ics.uci.edu/ml/datasets/Iris" target="_blank">https://archive.ics.uci.edu/ml/datasets/Iris</a></li>
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diff --git a/userguide/multiclass/iris_scw.html b/userguide/multiclass/iris_scw.html
index 5c3f249..933d234 100644
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@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p><em>NOTE: RandomForest is being supported from Hivemall v0.4 or later.</em></p>
+ <!--
+ 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><em>NOTE: RandomForest is being supported from Hivemall v0.4 or later.</em></p>
<h1 id="dataset">Dataset</h1>
<ul>
<li><a href="https://archive.ics.uci.edu/ml/datasets/Iris" target="_blank">https://archive.ics.uci.edu/ml/datasets/Iris</a></li>
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;
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+<p>0.9533333333333334
+<div id="page-footer"><hr><p><sub><font color="gray">
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+</font></sub></p>
+</div></p>
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+ 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
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+ specific language governing permissions and limitations
+ under the License.
+-->
+<p><div id="page-footer"><hr><p><sub><font color="gray">
+Apache Hivemall is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator.
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- gitbook.page.hasChanged({"page":{"title":"News20 Multiclass Tutorial","level":"6.1","depth":1,"next":{"title":"Data preparation","level":"6.1.1","depth":2,"path":"multiclass/news20_dataset.md","ref":"multiclass/news20_dataset.md","articles":[]},"previous":{"title":"PA1, AROW, SCW","level":"5.5.2","depth":2,"path":"binaryclass/webspam_scw.md","ref":"binaryclass/webspam_scw.md","articles":[]},"dir":"neutral"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter":{},"search":{},"
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+ gitbook.page.hasChanged({"page":{"title":"News20 Multiclass Tutorial","level":"6.1","depth":1,"next":{"title":"Data preparation","level":"6.1.1","depth":2,"path":"multiclass/news20_dataset.md","ref":"multiclass/news20_dataset.md","articles":[]},"previous":{"title":"PA1, AROW, SCW","level":"5.5.2","depth":2,"path":"binaryclass/webspam_scw.md","ref":"binaryclass/webspam_scw.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter":{
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/multiclass/news20_dataset.html
----------------------------------------------------------------------
diff --git a/userguide/multiclass/news20_dataset.html b/userguide/multiclass/news20_dataset.html
index e2342b1..0fcc4cb 100644
--- a/userguide/multiclass/news20_dataset.html
+++ b/userguide/multiclass/news20_dataset.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>Get the news20 dataset.
+ <!--
+ 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>Get the news20 dataset.
<a href="http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass.html#news20" target="_blank">http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass.html#news20</a></p>
<pre><code class="lang-sh">$ cat <<EOF > conv.awk
BEGIN{ FS=<span class="hljs-string">" "</span> }
@@ -1702,6 +1720,10 @@ CLUSTER <span class="hljs-keyword">BY</span> <span class="hljs-keyword">rand</sp
<span class="hljs-keyword">from</span>
news20mc_test LATERAL <span class="hljs-keyword">VIEW</span> explode(addBias(features)) t <span class="hljs-keyword">AS</span> feature;
</code></pre>
+<p><div id="page-footer"><hr><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>
@@ -1735,7 +1757,7 @@ CLUSTER <span class="hljs-keyword">BY</span> <span class="hljs-keyword">rand</sp
<script>
var gitbook = gitbook || [];
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- gitbook.page.hasChanged({"page":{"title":"Data preparation","level":"6.1.1","depth":2,"next":{"title":"Data preparation for one-vs-the-rest classifiers","level":"6.1.2","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":"6.1","depth":1,"path":"multiclass/news20.md","ref":"multiclass/news20.md","articles":[{"title":"Data preparation","level":"6.1.1","depth":2,"path":"multiclass/news20_dataset.md","ref":"multiclass/news20_dataset.md","articles":[]},{"title":"Data preparation for one-vs-the-rest classifiers","level":"6.1.2","depth":2,"path":"multiclass/news20_one-vs-the-rest_dataset.md","ref":"multiclass/news20_one-vs-the-rest_dataset.md","articles":[]},{"title":"PA","level":"6.1.3","depth":2,"path":"multiclass/news20_pa.md","ref":"multiclass/news20_pa.md","articles":[]},{"title":"CW, AROW, SCW","level":"6.1.4","depth":2,"path":"multiclas
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/multiclass/news20_ensemble.html
----------------------------------------------------------------------
diff --git a/userguide/multiclass/news20_ensemble.html b/userguide/multiclass/news20_ensemble.html
index 8a9c9c2..e146faf 100644
--- a/userguide/multiclass/news20_ensemble.html
+++ b/userguide/multiclass/news20_ensemble.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>This example explains how to run ensemble learning in Hivemall.<br>Two heads are better than one? Let's verify it by ensemble learning.</p>
+ <!--
+ 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>This example explains how to run ensemble learning in Hivemall.<br>Two heads are better than one? Let's verify it by ensemble learning.</p>
<hr>
<h2 id="udf-preparation">UDF preparation</h2>
<pre><code class="lang-sql"><span class="hljs-keyword">delete</span> jar /home/myui/tmp/hivemall.jar;
@@ -1823,6 +1841,10 @@ where actual == predicted;
</tr>
</tbody>
</table>
+<p><div id="page-footer"><hr><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>
@@ -1856,7 +1878,7 @@ where actual == predicted;
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/multiclass/news20_one-vs-the-rest.html
----------------------------------------------------------------------
diff --git a/userguide/multiclass/news20_one-vs-the-rest.html b/userguide/multiclass/news20_one-vs-the-rest.html
index f8c1f93..c3f2888 100644
--- a/userguide/multiclass/news20_one-vs-the-rest.html
+++ b/userguide/multiclass/news20_one-vs-the-rest.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>A one-vs-the-rest classifier use the binary classifier for each class.</p>
+ <!--
+ 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>A one-vs-the-rest classifier use the binary classifier for each class.</p>
<h2 id="udf-preparation">UDF preparation</h2>
<pre><code class="lang-sql"><span class="hljs-keyword">delete</span> jar /home/myui/tmp/hivemall.jar;
add jar /home/myui/tmp/hivemall.jar;
@@ -1964,6 +1982,10 @@ where actual == predicted;
</tr>
</tbody>
</table>
+<p><div id="page-footer"><hr><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>
@@ -1997,7 +2019,7 @@ where actual == predicted;
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"one-vs-the-rest classifier","level":"6.1.6","depth":2,"next":{"title":"Iris Tutorial","level":"6.2","depth":1,"path":"multiclass/iris.md","ref":"multiclass/iris.md","articles":[{"title":"Data preparation","level":"6.2.1","depth":2,"path":"multiclass/iris_dataset.md","ref":"multiclass/iris_dataset.md","articles":[]},{"title":"SCW","level":"6.2.2","depth":2,"path":"multiclass/iris_scw.md","ref":"multiclass/iris_scw.md","articles":[]},{"title":"RandomForest","level":"6.2.3","depth":2,"path":"multiclass/iris_randomforest.md","ref":"multiclass/iris_randomforest.md","articles":[]}]},"previous":{"title":"Ensemble learning","level":"6.1.5","depth":2,"path":"multiclass/news20_ensemble.md","ref":"multiclass/news20_ensemble.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-
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type":"markdown"},"gitbook":{"version":"3.2.2","time":"2016-10-22T19:10:36.585Z"},"basePath":"..","book":{"language":""}});
+ gitbook.page.hasChanged({"page":{"title":"one-vs-the-rest classifier","level":"6.1.6","depth":2,"next":{"title":"Iris Tutorial","level":"6.2","depth":1,"path":"multiclass/iris.md","ref":"multiclass/iris.md","articles":[{"title":"Data preparation","level":"6.2.1","depth":2,"path":"multiclass/iris_dataset.md","ref":"multiclass/iris_dataset.md","articles":[]},{"title":"SCW","level":"6.2.2","depth":2,"path":"multiclass/iris_scw.md","ref":"multiclass/iris_scw.md","articles":[]},{"title":"RandomForest","level":"6.2.3","depth":2,"path":"multiclass/iris_randomforest.md","ref":"multiclass/iris_randomforest.md","articles":[]}]},"previous":{"title":"Ensemble learning","level":"6.1.5","depth":2,"path":"multiclass/news20_ensemble.md","ref":"multiclass/news20_ensemble.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/multiclass/news20_one-vs-the-rest_dataset.html
----------------------------------------------------------------------
diff --git a/userguide/multiclass/news20_one-vs-the-rest_dataset.html b/userguide/multiclass/news20_one-vs-the-rest_dataset.html
index fdca4fe..1115871 100644
--- a/userguide/multiclass/news20_one-vs-the-rest_dataset.html
+++ b/userguide/multiclass/news20_one-vs-the-rest_dataset.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p><em>One-vs-the-rest</em> is a multiclass classification method that uses binary classifiers independently for each class.
+ <!--
+ 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><em>One-vs-the-rest</em> is a multiclass classification method that uses binary classifiers independently for each class.
<a href="http://en.wikipedia.org/wiki/Multiclass_classification#one_vs_all" target="_blank">http://en.wikipedia.org/wiki/Multiclass_classification#one_vs_all</a></p>
<h2 id="udf-preparation">UDF preparation</h2>
<pre><code class="lang-sql"><span class="hljs-keyword">delete</span> jar /home/myui/tmp/hivemall.jar;
@@ -1674,7 +1692,11 @@ from (
news20_onevsrest_train
) t
CLUSTER BY rand();
-</code></pre>
+</code></pre><p><div id="page-footer"><hr><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>
@@ -1707,7 +1729,7 @@ CLUSTER BY rand();
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Data preparation for one-vs-the-rest classifiers","level":"6.1.2","depth":2,"next":{"title":"PA","level":"6.1.3","depth":2,"path":"multiclass/news20_pa.md","ref":"multiclass/news20_pa.md","articles":[]},"previous":{"title":"Data preparation","level":"6.1.1","depth":2,"path":"multiclass/news20_dataset.md","ref":"multiclass/news20_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter":{},"search":{}
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/multiclass/news20_pa.html
----------------------------------------------------------------------
diff --git a/userguide/multiclass/news20_pa.html b/userguide/multiclass/news20_pa.html
index 61cd016..95a08c4 100644
--- a/userguide/multiclass/news20_pa.html
+++ b/userguide/multiclass/news20_pa.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <h1 id="preparation">Preparation</h1>
+ <!--
+ 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="preparation">Preparation</h1>
<h2 id="udf-preparation">UDF preparation</h2>
<pre><code>delete jar /home/myui/tmp/hivemall.jar;
add jar /home/myui/tmp/hivemall.jar;
@@ -1701,6 +1719,10 @@ group by rowid
<span class="hljs-keyword">drop</span> <span class="hljs-keyword">table</span> news20mc_pa2_predict1;
<span class="hljs-keyword">drop</span> <span class="hljs-keyword">view</span> news20mc_pa2_submit1;
</code></pre>
+<p><div id="page-footer"><hr><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>
@@ -1734,7 +1756,7 @@ group by rowid
<script>
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/multiclass/news20_scw.html
----------------------------------------------------------------------
diff --git a/userguide/multiclass/news20_scw.html b/userguide/multiclass/news20_scw.html
index 5882ec1..79b007f 100644
--- a/userguide/multiclass/news20_scw.html
+++ b/userguide/multiclass/news20_scw.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <table>
+ <!--
+ 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.
+-->
+<table>
<thead>
<tr>
<th style="text-align:left">Algorithm</th>
@@ -1921,6 +1939,10 @@ where actual == predicted;
<span class="hljs-keyword">drop</span> <span class="hljs-keyword">table</span> news20mc_scw2_predict1;
<span class="hljs-keyword">drop</span> <span class="hljs-keyword">view</span> news20mc_scw2_submit1;
</code></pre>
+<p><div id="page-footer"><hr><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>
@@ -1954,7 +1976,7 @@ where actual == predicted;
<script>
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gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"CW, AROW, SCW","level":"6.1.4","depth":2,"next":{"title":"Ensemble learning","level":"6.1.5","depth":2,"path":"multiclass/news20_ensemble.md","ref":"multiclass/news20_ensemble.md","articles":[]},"previous":{"title":"PA","level":"6.1.3","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","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter":{},"search":{},"downloadpdf":{"base":"https://
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+ gitbook.page.hasChanged({"page":{"title":"CW, AROW, SCW","level":"6.1.4","depth":2,"next":{"title":"Ensemble learning","level":"6.1.5","depth":2,"path":"multiclass/news20_ensemble.md","ref":"multiclass/news20_ensemble.md","articles":[]},"previous":{"title":"PA","level":"6.1.3","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","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter":{},"search":{},"downloadpdf
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});
</script>
</div>
[08/12] incubator-hivemall-site git commit: added footers in the user
guide
Posted by my...@apache.org.
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/binaryclass/webspam.html
----------------------------------------------------------------------
diff --git a/userguide/binaryclass/webspam.html b/userguide/binaryclass/webspam.html
index a05cdae..5c332d0 100644
--- a/userguide/binaryclass/webspam.html
+++ b/userguide/binaryclass/webspam.html
@@ -1631,7 +1631,29 @@
<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><div id="page-footer"><hr><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>
@@ -1664,7 +1686,7 @@
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Webspam Tutorial","level":"5.5","depth":1,"next":{"title":"Data pareparation","level":"5.5.1","depth":2,"path":"binaryclass/webspam_dataset.md","ref":"binaryclass/webspam_dataset.md","articles":[]},"previous":{"title":"AROW","level":"5.4.2","depth":2,"path":"binaryclass/kdd2010b_arow.md","ref":"binaryclass/kdd2010b_arow.md","articles":[]},"dir":"neutral"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter":{},"search":{},"downloadpdf
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+ gitbook.page.hasChanged({"page":{"title":"Webspam Tutorial","level":"5.5","depth":1,"next":{"title":"Data pareparation","level":"5.5.1","depth":2,"path":"binaryclass/webspam_dataset.md","ref":"binaryclass/webspam_dataset.md","articles":[]},"previous":{"title":"AROW","level":"5.4.2","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","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter":{},"search":
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> h4,h5"},"toggle-chapters":{},"expandable-chapters":{}},"theme":"default","pdf":{"pageNumbers":true,"fontSize":12,"fontFamily":"Arial","paperSize":"a4","chapterMark":"pagebreak","pageBreaksBefore":"/","margin":{"right":62,"left":62,"top":56,"bottom":56}},"structure":{"langs":"LANGS.md","readme":"README.md","glossary":"GLOSSARY.md","summary":"SUMMARY.md"},"variables":{},"title":"Hivemall User Manual","links":{"sidebar":{"<i class=\"fa fa-home\"></i> Home":"http://hivemall.incubator.apache.org/"}},"gitbook":"3.x.x","description":"User Manual for Apache Hivemall"},"file":{"path":"binaryclass/webspam.md","mtime":"2016-11-12T07:18:00.000Z","type":"markdown"},"gitbook":{"version":"3.2.2","time":"2016-11-14T10:40:22.987Z"},"basePath":"..","book":{"language":""}});
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</div>
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/binaryclass/webspam_dataset.html
----------------------------------------------------------------------
diff --git a/userguide/binaryclass/webspam_dataset.html b/userguide/binaryclass/webspam_dataset.html
index d6bc3b9..1a49dd7 100644
--- a/userguide/binaryclass/webspam_dataset.html
+++ b/userguide/binaryclass/webspam_dataset.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>Get the dataset from
+ <!--
+ 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>Get the dataset from
<a href="http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html#webspam" target="_blank">http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html#webspam</a></p>
<h1 id="putting-data-on-hdfs">Putting data on HDFS</h1>
<pre><code class="lang-sql">hadoop fs -mkdir -p /dataset/webspam/raw
@@ -1700,7 +1718,11 @@ CLUSTER <span class="hljs-keyword">BY</span> <span class="hljs-keyword">rand</sp
<span class="hljs-keyword">from</span>
webspam_test LATERAL <span class="hljs-keyword">VIEW</span> explode(addBias(features)) t <span class="hljs-keyword">AS</span> feature;
</code></pre>
-<p><em>Caution:</em> For this dataset, use small <em>shufflebuffersize</em> because each training example has lots of features though (xtimes <em> shufflebuffersize </em> N) training examples are cached in memory.</p>
+<p><em>Caution:</em> For this dataset, use small <em>shufflebuffersize</em> because each training example has lots of features though (xtimes <em> shufflebuffersize </em> N) training examples are cached in memory.
+<div id="page-footer"><hr><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>
@@ -1734,7 +1756,7 @@ CLUSTER <span class="hljs-keyword">BY</span> <span class="hljs-keyword">rand</sp
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Data pareparation","level":"5.5.1","depth":2,"next":{"title":"PA1, AROW, SCW","level":"5.5.2","depth":2,"path":"binaryclass/webspam_scw.md","ref":"binaryclass/webspam_scw.md","articles":[]},"previous":{"title":"Webspam Tutorial","level":"5.5","depth":1,"path":"binaryclass/webspam.md","ref":"binaryclass/webspam.md","articles":[{"title":"Data pareparation","level":"5.5.1","depth":2,"path":"binaryclass/webspam_dataset.md","ref":"binaryclass/webspam_dataset.md","articles":[]},{"title":"PA1, AROW, SCW","level":"5.5.2","depth":2,"path":"binaryclass/webspam_scw.md","ref":"binaryclass/webspam_scw.md","articles":[]}]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi
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+ gitbook.page.hasChanged({"page":{"title":"Data pareparation","level":"5.5.1","depth":2,"next":{"title":"PA1, AROW, SCW","level":"5.5.2","depth":2,"path":"binaryclass/webspam_scw.md","ref":"binaryclass/webspam_scw.md","articles":[]},"previous":{"title":"Webspam Tutorial","level":"5.5","depth":1,"path":"binaryclass/webspam.md","ref":"binaryclass/webspam.md","articles":[{"title":"Data pareparation","level":"5.5.1","depth":2,"path":"binaryclass/webspam_dataset.md","ref":"binaryclass/webspam_dataset.md","articles":[]},{"title":"PA1, AROW, SCW","level":"5.5.2","depth":2,"path":"binaryclass/webspam_scw.md","ref":"binaryclass/webspam_scw.md","articles":[]}]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"sty
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/binaryclass/webspam_scw.html
----------------------------------------------------------------------
diff --git a/userguide/binaryclass/webspam_scw.html b/userguide/binaryclass/webspam_scw.html
index 635d197..dfc24ae 100644
--- a/userguide/binaryclass/webspam_scw.html
+++ b/userguide/binaryclass/webspam_scw.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <h1 id="preparation">Preparation</h1>
+ <!--
+ 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="preparation">Preparation</h1>
<pre><code>use webspam;
delete jar ./tmp/hivemall.jar;
@@ -1759,7 +1777,11 @@ source ./tmp/define-all.hive;
<span class="hljs-keyword">where</span> actual = predicted;
</code></pre>
<blockquote>
-<p>Prediction accuracy: 0.9778714285714286</p>
+<p>Prediction accuracy: 0.9778714285714286
+<div id="page-footer"><hr><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>
</blockquote>
@@ -1794,7 +1816,7 @@ source ./tmp/define-all.hive;
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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+ gitbook.page.hasChanged({"page":{"title":"PA1, AROW, SCW","level":"5.5.2","depth":2,"next":{"title":"News20 Multiclass Tutorial","level":"6.1","depth":1,"path":"multiclass/news20.md","ref":"multiclass/news20.md","articles":[{"title":"Data preparation","level":"6.1.1","depth":2,"path":"multiclass/news20_dataset.md","ref":"multiclass/news20_dataset.md","articles":[]},{"title":"Data preparation for one-vs-the-rest classifiers","level":"6.1.2","depth":2,"path":"multiclass/news20_one-vs-the-rest_dataset.md","ref":"multiclass/news20_one-vs-the-rest_dataset.md","articles":[]},{"title":"PA","level":"6.1.3","depth":2,"path":"multiclass/news20_pa.md","ref":"multiclass/news20_pa.md","articles":[]},{"title":"CW, AROW, SCW","level":"6.1.4","depth":2,"path":"multiclass/news20_scw.md","ref":"multiclass/news20_scw.md","articles":[]},{"title":"Ensemble learning","level":"6.1.5","depth":2,"path":"multiclass/news20_ensemble.md","ref":"multiclass/news20_ensemble.md","articles":[]},{"title":
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/eval/datagen.html
----------------------------------------------------------------------
diff --git a/userguide/eval/datagen.html b/userguide/eval/datagen.html
index e988ad5..e9db363 100644
--- a/userguide/eval/datagen.html
+++ b/userguide/eval/datagen.html
@@ -1631,7 +1631,29 @@
<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><div id="page-footer"><hr><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>
@@ -1664,7 +1686,7 @@
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+ gitbook.page.hasChanged({"page":{"title":"Data Generation","level":"4.2","depth":1,"next":{"title":"Logistic Regression data generation","level":"4.2.1","depth":2,"path":"eval/lr_datagen.md","ref":"eval/lr_datagen.md","articles":[]},"previous":{"title":"Statistical evaluation of a prediction model","level":"4.1","depth":1,"path":"eval/stat_eval.md","ref":"eval/stat_eval.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter":{},
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/eval/lr_datagen.html
----------------------------------------------------------------------
diff --git a/userguide/eval/lr_datagen.html b/userguide/eval/lr_datagen.html
index 87ea306..0c9ce90 100644
--- a/userguide/eval/lr_datagen.html
+++ b/userguide/eval/lr_datagen.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p><em>Note this feature is supported on hivemall v0.2-alpha3 or later.</em></p>
+ <!--
+ 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><em>Note this feature is supported on hivemall v0.2-alpha3 or later.</em></p>
<h1 id="create-a-dual-table">create a dual table</h1>
<p>Create a <a href="http://en.wikipedia.org/wiki/DUAL_table" target="_blank">dual table</a> as follows:</p>
<pre><code class="lang-sql"><span class="hljs-keyword">CREATE</span> <span class="hljs-keyword">TABLE</span> dual (
@@ -1709,6 +1727,10 @@ hive> select count(1) from lrdata1k;
OK
1000
</code></pre>
+<p><div id="page-footer"><hr><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>
@@ -1742,7 +1764,7 @@ OK
<script>
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/eval/stat_eval.html
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diff --git a/userguide/eval/stat_eval.html b/userguide/eval/stat_eval.html
index 7a0412e..8b10b67 100644
--- a/userguide/eval/stat_eval.html
+++ b/userguide/eval/stat_eval.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>Using the <a href="https://github.com/myui/hivemall/wiki/E2006-tfidf-regression-evaluation-(PA,-AROW" target="_blank">E2006 tfidf regression example</a>), we explain how to evaluate the prediction model on Hive.</p>
+ <!--
+ 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>Using the <a href="https://github.com/myui/hivemall/wiki/E2006-tfidf-regression-evaluation-(PA,-AROW" target="_blank">E2006 tfidf regression example</a>), we explain how to evaluate the prediction model on Hive.</p>
<h1 id="scoring-by-evaluation-metrics">Scoring by evaluation metrics</h1>
<pre><code class="lang-sql"><span class="hljs-keyword">select</span> <span class="hljs-keyword">avg</span>(actual), <span class="hljs-keyword">avg</span>(predicted) <span class="hljs-keyword">from</span> e2006tfidf_pa2a_submit;
</code></pre>
@@ -1683,7 +1701,11 @@
<strong>References</strong></p>
<ul>
<li>R2 <a href="http://en.wikipedia.org/wiki/Coefficient_of_determination" target="_blank">http://en.wikipedia.org/wiki/Coefficient_of_determination</a></li>
-<li>Evaluation Metrics <a href="https://www.kaggle.com/wiki/Metrics" target="_blank">https://www.kaggle.com/wiki/Metrics</a></li>
+<li>Evaluation Metrics <a href="https://www.kaggle.com/wiki/Metrics" target="_blank">https://www.kaggle.com/wiki/Metrics</a>
+<div id="page-footer"><hr><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></li>
</ul>
@@ -1718,7 +1740,7 @@
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/ft_engineering/ft_trans.html
----------------------------------------------------------------------
diff --git a/userguide/ft_engineering/ft_trans.html b/userguide/ft_engineering/ft_trans.html
index 62d6e6d..8884275 100644
--- a/userguide/ft_engineering/ft_trans.html
+++ b/userguide/ft_engineering/ft_trans.html
@@ -1631,7 +1631,29 @@
<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><div id="page-footer"><hr><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>
@@ -1664,7 +1686,7 @@
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+ gitbook.page.hasChanged({"page":{"title":"FEATURE TRANSFORMATION","level":"3.4","depth":1,"next":{"title":"Vectorize Features","level":"3.4.1","depth":2,"path":"ft_engineering/vectorizer.md","ref":"ft_engineering/vectorizer.md","articles":[]},"previous":{"title":"TF-IDF calculation","level":"3.3","depth":1,"path":"ft_engineering/tfidf.md","ref":"ft_engineering/tfidf.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter":{},"sea
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/ft_engineering/hashing.html
----------------------------------------------------------------------
diff --git a/userguide/ft_engineering/hashing.html b/userguide/ft_engineering/hashing.html
index a1c750a..364fdc8 100644
--- a/userguide/ft_engineering/hashing.html
+++ b/userguide/ft_engineering/hashing.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>Hivemall supports <a href="https://github.com/myui/hivemall/wiki/Feature-hashing" target="_blank">Feature Hashing</a> (a.k.a. hashing trick) through <code>feature_hashing</code> and <code>mhash</code> functions.
+ <!--
+ 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>Hivemall supports <a href="https://github.com/myui/hivemall/wiki/Feature-hashing" target="_blank">Feature Hashing</a> (a.k.a. hashing trick) through <code>feature_hashing</code> and <code>mhash</code> functions.
Find the differences in the following examples.</p>
<p><em>Note: <code>feature_hashing</code> UDF is supported since Hivemall <code>v0.4.2-rc.1</code>.</em></p>
<h2 id="featurehashing-function"><code>feature_hashing</code> function</h2>
@@ -1711,6 +1729,10 @@ select mhash('aaa',${num_features});
<pre><code class="lang-sql">select mhash(array('bbb','aaa'));
> 3874068
</code></pre>
+<p><div id="page-footer"><hr><p><sub><font color="gray">
+Apache Hivemall is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator.
+</font></sub></p>
+</div></p>
</section>
@@ -1744,7 +1766,7 @@ select mhash('aaa',${num_features});
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Feature Hashing","level":"3.2","depth":1,"next":{"title":"TF-IDF calculation","level":"3.3","depth":1,"path":"ft_engineering/tfidf.md","ref":"ft_engineering/tfidf.md","articles":[]},"previous":{"title":"Feature Scaling","level":"3.1","depth":1,"path":"ft_engineering/scaling.md","ref":"ft_engineering/scaling.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter":{},"search":{},"downloadpdf":{"base":"https:
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+ gitbook.page.hasChanged({"page":{"title":"Feature Hashing","level":"3.2","depth":1,"next":{"title":"TF-IDF calculation","level":"3.3","depth":1,"path":"ft_engineering/tfidf.md","ref":"ft_engineering/tfidf.md","articles":[]},"previous":{"title":"Feature Scaling","level":"3.1","depth":1,"path":"ft_engineering/scaling.md","ref":"ft_engineering/scaling.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter":{},"search":{},"downloadp
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ggle-chapters":{},"expandable-chapters":{}},"theme":"default","pdf":{"pageNumbers":true,"fontSize":12,"fontFamily":"Arial","paperSize":"a4","chapterMark":"pagebreak","pageBreaksBefore":"/","margin":{"right":62,"left":62,"top":56,"bottom":56}},"structure":{"langs":"LANGS.md","readme":"README.md","glossary":"GLOSSARY.md","summary":"SUMMARY.md"},"variables":{},"title":"Hivemall User Manual","links":{"sidebar":{"<i class=\"fa fa-home\"></i> Home":"http://hivemall.incubator.apache.org/"}},"gitbook":"3.x.x","description":"User Manual for Apache Hivemall"},"file":{"path":"ft_engineering/hashing.md","mtime":"2016-11-12T07:18:00.000Z","type":"markdown"},"gitbook":{"version":"3.2.2","time":"2016-11-14T10:40:22.987Z"},"basePath":"..","book":{"language":""}});
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/ft_engineering/quantify.html
----------------------------------------------------------------------
diff --git a/userguide/ft_engineering/quantify.html b/userguide/ft_engineering/quantify.html
index 0c3c298..d3228a6 100644
--- a/userguide/ft_engineering/quantify.html
+++ b/userguide/ft_engineering/quantify.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p><code>quantified_features</code> is useful for transforming values of non-number columns to indexed numbers.</p>
+ <!--
+ 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><code>quantified_features</code> is useful for transforming values of non-number columns to indexed numbers.</p>
<p><em>Note: The feature is supported Hivemall v0.4 or later.</em></p>
<pre><code class="lang-sql">desc train;
@@ -1779,6 +1797,10 @@ y int
9 [52,8,0,1,0,1466,1,1,0,20,9,150,1,0,0,0]
10 [32,2,0,0,0,6217,0,1,0,18,9,486,2,181,2,1]
</code></pre>
+<p><div id="page-footer"><hr><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>
@@ -1812,7 +1834,7 @@ y int
<script>
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/ft_engineering/scaling.html
----------------------------------------------------------------------
diff --git a/userguide/ft_engineering/scaling.html b/userguide/ft_engineering/scaling.html
index 2840c5b..02ab9cc 100644
--- a/userguide/ft_engineering/scaling.html
+++ b/userguide/ft_engineering/scaling.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <h1 id="min-max-normalization">Min-Max Normalization</h1>
+ <!--
+ 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="min-max-normalization">Min-Max Normalization</h1>
<p><a href="http://en.wikipedia.org/wiki/Feature_scaling#Rescaling" target="_blank">http://en.wikipedia.org/wiki/Feature_scaling#Rescaling</a></p>
<pre><code class="lang-sql"><span class="hljs-keyword">select</span> <span class="hljs-keyword">min</span>(target), <span class="hljs-keyword">max</span>(target)
<span class="hljs-keyword">from</span> (
@@ -1783,6 +1801,10 @@ quantative_norm <span class="hljs-keyword">as</span> (
)
...
</code></pre>
+<p><div id="page-footer"><hr><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>
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[03/12] incubator-hivemall-site git commit: added footers in the user
guide
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diff --git a/userguide/search_index.json b/userguide/search_index.json
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<TRUNCATED>
[10/12] incubator-hivemall-site git commit: added footers in the user
guide
Posted by my...@apache.org.
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/dependency-info.html
----------------------------------------------------------------------
diff --git a/dependency-info.html b/dependency-info.html
index 73c4c41..9549073 100644
--- a/dependency-info.html
+++ b/dependency-info.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – Dependency Information</title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/distribution-management.html
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diff --git a/distribution-management.html b/distribution-management.html
index d539a4e..a72b5d8 100644
--- a/distribution-management.html
+++ b/distribution-management.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – Project Distribution Management</title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/download.html
----------------------------------------------------------------------
diff --git a/download.html b/download.html
index 545716d..e035699 100644
--- a/download.html
+++ b/download.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – </title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
@@ -164,7 +167,24 @@
<div id="bodyColumn" >
- <p>No release in Apache Incubator yet.</p>
+ <!--
+ 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>No release in Apache Incubator yet.</p>
<p>Past releases of Hivemall can be found in <a class="externalLink" href="https://github.com/myui/hivemall/releases">this page</a>.</p>
</div>
</div>
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/faq.html
----------------------------------------------------------------------
diff --git a/faq.html b/faq.html
index 8a73f26..4b0c708 100644
--- a/faq.html
+++ b/faq.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – </title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
@@ -164,7 +167,24 @@
<div id="bodyColumn" >
- <p>to appear …</p>
+ <!--
+ 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>to appear …</p>
</div>
</div>
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/index.html
----------------------------------------------------------------------
diff --git a/index.html b/index.html
index 48cac5a..e55dad1 100644
--- a/index.html
+++ b/index.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161024" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – Apache Hivemall</title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -152,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-24
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/integration.html
----------------------------------------------------------------------
diff --git a/integration.html b/integration.html
index a6c477d..dd64f82 100644
--- a/integration.html
+++ b/integration.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – CI Management</title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/issue-tracking.html
----------------------------------------------------------------------
diff --git a/issue-tracking.html b/issue-tracking.html
index 54ac7bb..76962de 100644
--- a/issue-tracking.html
+++ b/issue-tracking.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – Issue Management</title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/license.html
----------------------------------------------------------------------
diff --git a/license.html b/license.html
index c8001c2..3c010b9 100644
--- a/license.html
+++ b/license.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – Project Licenses</title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/mail-lists.html
----------------------------------------------------------------------
diff --git a/mail-lists.html b/mail-lists.html
index bbb0d99..0b97c12 100644
--- a/mail-lists.html
+++ b/mail-lists.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – Project Mailing Lists</title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/modules.html
----------------------------------------------------------------------
diff --git a/modules.html b/modules.html
index 5a0b7b6..65f291a 100644
--- a/modules.html
+++ b/modules.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – Project Modules</title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
@@ -178,6 +181,9 @@
<td><a href="hivemall-nlp/index.html">Hivemall NLP</a></td>
<td>Scalable Machine Learning Library for Apache Hive</td></tr>
<tr class="b">
+<td><a href="hivemall-xgboost/index.html">Hivemall XGBoost Integration</a></td>
+<td>Scalable Machine Learning Library for Apache Hive</td></tr>
+<tr class="a">
<td><a href="hivemall-mixserv/index.html">Hivemall Mix Server</a></td>
<td>Scalable Machine Learning Library for Apache Hive</td></tr></table></div>
</div>
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/overview.html
----------------------------------------------------------------------
diff --git a/overview.html b/overview.html
index f428a43..8fe7c81 100644
--- a/overview.html
+++ b/overview.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – Apache Hivemall Overview</title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
@@ -165,23 +168,22 @@
<div id="bodyColumn" >
<!--
+ 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
- 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.
+ 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>Apache Hivemall Overview</h1>
<p>Apache Hivemall is a scalable machine learning library that runs on Apache Hive/Pig/Spark. Apache Hivemall is designed to be scalable to the number of training instances as well as the number of training features.</p>
<div class="section">
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/plugin-management.html
----------------------------------------------------------------------
diff --git a/plugin-management.html b/plugin-management.html
index ac310b4..91dc518 100644
--- a/plugin-management.html
+++ b/plugin-management.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – Project Plugin Management</title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
@@ -172,22 +175,26 @@
<th>ArtifactId</th>
<th>Version</th></tr>
<tr class="b">
+<td>com.mycila</td>
+<td><a class="externalLink" href="http://mycila.github.io/license-maven-plugin">license-maven-plugin</a></td>
+<td>3.0</td></tr>
+<tr class="a">
<td>net.revelc.code</td>
<td><a class="externalLink" href="http://code.revelc.net/formatter-maven-plugin">formatter-maven-plugin</a></td>
<td>0.5.2</td></tr>
-<tr class="a">
+<tr class="b">
<td>org.apache.maven.plugins</td>
<td><a class="externalLink" href="http://maven.apache.org/plugins/maven-antrun-plugin/">maven-antrun-plugin</a></td>
<td>1.3</td></tr>
-<tr class="b">
+<tr class="a">
<td>org.apache.maven.plugins</td>
<td><a class="externalLink" href="http://maven.apache.org/plugins/maven-assembly-plugin/">maven-assembly-plugin</a></td>
<td>2.2-beta-5</td></tr>
-<tr class="a">
+<tr class="b">
<td>org.apache.maven.plugins</td>
<td><a class="externalLink" href="http://maven.apache.org/plugins/maven-dependency-plugin/">maven-dependency-plugin</a></td>
<td>2.8</td></tr>
-<tr class="b">
+<tr class="a">
<td>org.apache.maven.plugins</td>
<td><a class="externalLink" href="http://maven.apache.org/plugins/maven-release-plugin/">maven-release-plugin</a></td>
<td>2.3.2</td></tr></table></div>
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/plugins.html
----------------------------------------------------------------------
diff --git a/plugins.html b/plugins.html
index ee93fa7..3648052 100644
--- a/plugins.html
+++ b/plugins.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – Project Plugins</title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
@@ -172,50 +175,54 @@
<th>ArtifactId</th>
<th>Version</th></tr>
<tr class="b">
+<td>com.mycila</td>
+<td><a class="externalLink" href="http://mycila.github.io/license-maven-plugin">license-maven-plugin</a></td>
+<td>3.0</td></tr>
+<tr class="a">
<td>net.revelc.code</td>
<td><a class="externalLink" href="http://code.revelc.net/formatter-maven-plugin">formatter-maven-plugin</a></td>
<td>0.5.2</td></tr>
-<tr class="a">
+<tr class="b">
<td>org.apache.maven.plugins</td>
<td><a class="externalLink" href="http://maven.apache.org/plugins/maven-clean-plugin/">maven-clean-plugin</a></td>
<td>2.5</td></tr>
-<tr class="b">
+<tr class="a">
<td>org.apache.maven.plugins</td>
<td><a class="externalLink" href="http://maven.apache.org/plugins/maven-compiler-plugin/">maven-compiler-plugin</a></td>
<td>3.1</td></tr>
-<tr class="a">
+<tr class="b">
<td>org.apache.maven.plugins</td>
<td><a class="externalLink" href="http://maven.apache.org/plugins/maven-deploy-plugin/">maven-deploy-plugin</a></td>
<td>2.7</td></tr>
-<tr class="b">
+<tr class="a">
<td>org.apache.maven.plugins</td>
<td><a class="externalLink" href="http://maven.apache.org/surefire/maven-failsafe-plugin">maven-failsafe-plugin</a></td>
<td>2.17</td></tr>
-<tr class="a">
+<tr class="b">
<td>org.apache.maven.plugins</td>
<td><a class="externalLink" href="http://maven.apache.org/plugins/maven-install-plugin/">maven-install-plugin</a></td>
<td>2.4</td></tr>
-<tr class="b">
+<tr class="a">
<td>org.apache.maven.plugins</td>
<td><a class="externalLink" href="http://maven.apache.org/plugins/maven-site-plugin/">maven-site-plugin</a></td>
<td>3.5.1</td></tr>
-<tr class="a">
+<tr class="b">
<td>org.apache.maven.plugins</td>
<td><a class="externalLink" href="http://maven.apache.org/surefire/maven-surefire-plugin">maven-surefire-plugin</a></td>
<td>2.14.1</td></tr>
-<tr class="b">
+<tr class="a">
<td>org.codehaus.mojo</td>
<td><a class="externalLink" href="http://mojo.codehaus.org/cobertura-maven-plugin/">cobertura-maven-plugin</a></td>
<td>2.6</td></tr>
-<tr class="a">
+<tr class="b">
<td>org.eluder.coveralls</td>
<td><a class="externalLink" href="https://github.com/trautonen/coveralls-maven-plugin">coveralls-maven-plugin</a></td>
<td>3.0.1</td></tr>
-<tr class="b">
+<tr class="a">
<td>org.scalastyle</td>
<td><a class="externalLink" href="http://www.scalastyle.org">scalastyle-maven-plugin</a></td>
<td>0.8.0</td></tr>
-<tr class="a">
+<tr class="b">
<td>org.sonatype.plugins</td>
<td><a class="externalLink" href="http://www.sonatype.com/public-parent/nexus-maven-plugins/nexus-staging/nexus-staging-maven-plugin/">nexus-staging-maven-plugin</a></td>
<td>1.6.3</td></tr></table></div>
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/poweredby.html
----------------------------------------------------------------------
diff --git a/poweredby.html b/poweredby.html
index 8a73f26..4b0c708 100644
--- a/poweredby.html
+++ b/poweredby.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – </title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
@@ -164,7 +167,24 @@
<div id="bodyColumn" >
- <p>to appear …</p>
+ <!--
+ 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>to appear …</p>
</div>
</div>
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/project-info.html
----------------------------------------------------------------------
diff --git a/project-info.html b/project-info.html
index e8e8ae4..8946d67 100644
--- a/project-info.html
+++ b/project-info.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – Project Information</title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/project-summary.html
----------------------------------------------------------------------
diff --git a/project-summary.html b/project-summary.html
index 373ca0d..530d632 100644
--- a/project-summary.html
+++ b/project-summary.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – Project Summary</title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/repository.html
----------------------------------------------------------------------
diff --git a/repository.html b/repository.html
index e6abb4b..5e78a75 100644
--- a/repository.html
+++ b/repository.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – Source</title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
@@ -165,23 +168,22 @@
<div id="bodyColumn" >
<!--
+ 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
- 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.
+ 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>Source</h1>
<ul>
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/source-repository.html
----------------------------------------------------------------------
diff --git a/source-repository.html b/source-repository.html
index 507d6be..f696556 100644
--- a/source-repository.html
+++ b/source-repository.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – Source Code Management</title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/team-list.html
----------------------------------------------------------------------
diff --git a/team-list.html b/team-list.html
index 71f9d04..939af35 100644
--- a/team-list.html
+++ b/team-list.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – Project Team</title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide.html
----------------------------------------------------------------------
diff --git a/userguide.html b/userguide.html
index 85e9dee..5691dfe 100644
--- a/userguide.html
+++ b/userguide.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – </title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
@@ -164,7 +167,24 @@
<div id="bodyColumn" >
- <p>Yet under construction.</p>
+ <!--
+ 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>Yet under construction.</p>
<p>Please refer <a class="externalLink" href="https://github.com/myui/hivemall/wiki">this wiki page</a> for the time being.</p>
</div>
</div>
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/FOOTER.md
----------------------------------------------------------------------
diff --git a/userguide/FOOTER.md b/userguide/FOOTER.md
new file mode 100644
index 0000000..588afbb
--- /dev/null
+++ b/userguide/FOOTER.md
@@ -0,0 +1,3 @@
+<sub><font color="gray">
+Apache Hivemall is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator.
+</font></sub>
\ No newline at end of file
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/anomaly/lof.html
----------------------------------------------------------------------
diff --git a/userguide/anomaly/lof.html b/userguide/anomaly/lof.html
index dbffa42..4ccba15 100644
--- a/userguide/anomaly/lof.html
+++ b/userguide/anomaly/lof.html
@@ -1629,7 +1629,25 @@
<section class="normal markdown-section">
- <p>This article introduce how to find outliers using <a href="http://en.wikipedia.org/wiki/Local_outlier_factor" target="_blank">Local Outlier Detection (LOF)</a> on Hivemall.</p>
+ <!--
+ 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>This article introduce how to find outliers using <a href="http://en.wikipedia.org/wiki/Local_outlier_factor" target="_blank">Local Outlier Detection (LOF)</a> on Hivemall.</p>
<h1 id="data-preparation">Data Preparation</h1>
<pre><code class="lang-sql"><span class="hljs-keyword">create</span> <span class="hljs-keyword">database</span> lof;
<span class="hljs-keyword">use</span> lof;
@@ -1786,7 +1804,11 @@ neighbours_lrd <span class="hljs-keyword">as</span> (
<pre><code>> 87 3.031143749957831
> 16 1.9755564408378874
> 1 1.8415763570939774
-</code></pre>
+</code></pre><p><div id="page-footer"><hr><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>
@@ -1819,7 +1841,7 @@ neighbours_lrd <span class="hljs-keyword">as</span> (
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Outlier Detection using Local Outlier Factor (LOF)","level":"9.1","depth":1,"next":{"title":"Hivemall on Apache Spark","level":"10.1","depth":1,"url":"https://github.com/maropu/hivemall-spark","ref":"https://github.com/maropu/hivemall-spark","articles":[]},"previous":{"title":"10-fold Cross Validation (Matrix Factorization)","level":"8.3.4","depth":2,"path":"recommend/movielens_cv.md","ref":"recommend/movielens_cv.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/binaryclass/a9a.html
----------------------------------------------------------------------
diff --git a/userguide/binaryclass/a9a.html b/userguide/binaryclass/a9a.html
index dfee084..70b0d67 100644
--- a/userguide/binaryclass/a9a.html
+++ b/userguide/binaryclass/a9a.html
@@ -1631,7 +1631,29 @@
<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><div id="page-footer"><hr><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>
@@ -1664,7 +1686,7 @@
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"a9a Tutorial","level":"5.1","depth":1,"next":{"title":"Data preparation","level":"5.1.1","depth":2,"path":"binaryclass/a9a_dataset.md","ref":"binaryclass/a9a_dataset.md","articles":[]},"previous":{"title":"Logistic Regression data generation","level":"4.2.1","depth":2,"path":"eval/lr_datagen.md","ref":"eval/lr_datagen.md","articles":[]},"dir":"neutral"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter":{},"search":{},"downloadpdf":
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+ gitbook.page.hasChanged({"page":{"title":"a9a Tutorial","level":"5.1","depth":1,"next":{"title":"Data preparation","level":"5.1.1","depth":2,"path":"binaryclass/a9a_dataset.md","ref":"binaryclass/a9a_dataset.md","articles":[]},"previous":{"title":"Logistic Regression data generation","level":"4.2.1","depth":2,"path":"eval/lr_datagen.md","ref":"eval/lr_datagen.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter":{},"search":{}
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/binaryclass/a9a_dataset.html
----------------------------------------------------------------------
diff --git a/userguide/binaryclass/a9a_dataset.html b/userguide/binaryclass/a9a_dataset.html
index 94d6709..5f23143 100644
--- a/userguide/binaryclass/a9a_dataset.html
+++ b/userguide/binaryclass/a9a_dataset.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <h1 id="a9a">a9a</h1>
+ <!--
+ 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="a9a">a9a</h1>
<p><a href="http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html#a9a" target="_blank">http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html#a9a</a></p>
<hr>
<h1 id="preparation">preparation</h1>
@@ -1661,6 +1679,10 @@ hadoop fs -copyFromLocal a9a.test /dataset/a9a/test
features <span class="hljs-built_in">ARRAY</span><<span class="hljs-keyword">STRING</span>>
) <span class="hljs-keyword">ROW</span> <span class="hljs-keyword">FORMAT</span> <span class="hljs-keyword">DELIMITED</span> <span class="hljs-keyword">FIELDS</span> <span class="hljs-keyword">TERMINATED</span> <span class="hljs-keyword">BY</span> <span class="hljs-string">'\t'</span> COLLECTION ITEMS <span class="hljs-keyword">TERMINATED</span> <span class="hljs-keyword">BY</span> <span class="hljs-string">","</span> <span class="hljs-keyword">STORED</span> <span class="hljs-keyword">AS</span> TEXTFILE LOCATION <span class="hljs-string">'/dataset/a9a/test'</span>;
</code></pre>
+<p><div id="page-footer"><hr><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>
@@ -1694,7 +1716,7 @@ hadoop fs -copyFromLocal a9a.test /dataset/a9a/test
<script>
var gitbook = gitbook || [];
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/binaryclass/a9a_lr.html
----------------------------------------------------------------------
diff --git a/userguide/binaryclass/a9a_lr.html b/userguide/binaryclass/a9a_lr.html
index 385bbbc..a1820e1 100644
--- a/userguide/binaryclass/a9a_lr.html
+++ b/userguide/binaryclass/a9a_lr.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <h1 id="a9a">a9a</h1>
+ <!--
+ 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="a9a">a9a</h1>
<p><a href="http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html#a9a" target="_blank">http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html#a9a</a></p>
<p><em>Training with iterations is OBSOLUTE in Hivemall.</em><br><em>Using amplifier and shuffling inputs is RECOMMENDED in Hivemall.</em></p>
<hr>
@@ -1694,7 +1712,11 @@
<span class="hljs-keyword">where</span> actual == predicted;
</code></pre>
<blockquote>
-<p>0.8430071862907684</p>
+<p>0.8430071862907684
+<div id="page-footer"><hr><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>
</blockquote>
@@ -1729,7 +1751,7 @@
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/binaryclass/a9a_minibatch.html
----------------------------------------------------------------------
diff --git a/userguide/binaryclass/a9a_minibatch.html b/userguide/binaryclass/a9a_minibatch.html
index 9ea3b62..5ac7cf9 100644
--- a/userguide/binaryclass/a9a_minibatch.html
+++ b/userguide/binaryclass/a9a_minibatch.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>This page explains how to apply <a href="https://class.coursera.org/ml-003/lecture/106" target="_blank">Mini-Batch Gradient Descent</a> for the training of logistic regression explained in <a href="https://github.com/myui/hivemall/wiki/a9a-binary-classification-(logistic-regression" target="_blank">this example</a>). </p>
+ <!--
+ 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>This page explains how to apply <a href="https://class.coursera.org/ml-003/lecture/106" target="_blank">Mini-Batch Gradient Descent</a> for the training of logistic regression explained in <a href="https://github.com/myui/hivemall/wiki/a9a-binary-classification-(logistic-regression" target="_blank">this example</a>). </p>
<p>See <a href="https://github.com/myui/hivemall/wiki/a9a-binary-classification-(logistic-regression" target="_blank">this page</a>) first. This content depends on it.</p>
<h1 id="training">Training</h1>
<p>Replace <code>a9a_model1</code> of <a href="https://github.com/myui/hivemall/wiki/a9a-binary-classification-(logistic-regression" target="_blank">this example</a>).</p>
@@ -1669,6 +1687,10 @@
</tr>
</tbody>
</table>
+<p><div id="page-footer"><hr><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>
@@ -1702,7 +1724,7 @@
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[02/12] incubator-hivemall-site git commit: added footers in the user
guide
Posted by my...@apache.org.
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/tips/addbias.html
----------------------------------------------------------------------
diff --git a/userguide/tips/addbias.html b/userguide/tips/addbias.html
index 18e7575..c953de8 100644
--- a/userguide/tips/addbias.html
+++ b/userguide/tips/addbias.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>A trainer learns the function f(x)=y, or weights <em>W</em>, of the following form to predict a label y where x is a feature vector.
+ <!--
+ 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>A trainer learns the function f(x)=y, or weights <em>W</em>, of the following form to predict a label y where x is a feature vector.
<em>y=f(x)=Wx</em></p>
<p>Without a bias clause (or regularization), f(x) cannot make a hyperplane that divides (1,1) and (2,2) becuase f(x) crosses the origin point (0,0).</p>
<p>With bias clause b, a trainer learns the following f(x).
@@ -1665,7 +1683,11 @@ from
e2006tfidf_train_x3
) t
group by feature;
-</code></pre>
+</code></pre><p><div id="page-footer"><hr><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>
@@ -1698,7 +1720,7 @@ group by feature;
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/tips/emr.html
----------------------------------------------------------------------
diff --git a/userguide/tips/emr.html b/userguide/tips/emr.html
index c0865f1..d428833 100644
--- a/userguide/tips/emr.html
+++ b/userguide/tips/emr.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <h2 id="prerequisite">Prerequisite</h2>
+ <!--
+ 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.
+-->
+<h2 id="prerequisite">Prerequisite</h2>
<p>Learn how to use Hive with Elastic MapReduce (EMR).<br><a href="http://docs.aws.amazon.com/ElasticMapReduce/latest/DeveloperGuide/emr-hive.html" target="_blank">http://docs.aws.amazon.com/ElasticMapReduce/latest/DeveloperGuide/emr-hive.html</a></p>
<p>Before launching an EMR job, </p>
<ul>
@@ -1653,9 +1671,9 @@ I'm usually lunching EMR instances with cheap Spot instances through <a hre
--args "instance.isMaster=true,s3://${s3bucket}/emr/conf/emr_hivemall_bootstrap.sh" --bootstrap-name "hivemall setup"
--bootstrap-action s3://elasticmapreduce/bootstrap-actions/install-ganglia --bootstrap-name "install ganglia"
</code></pre><p><em>To use YARN instead of old Hadoop, specify "<a href="http://docs.aws.amazon.com/ElasticMapReduce/latest/DeveloperGuide/emr-plan-ami.html#ami-versions-supported" target="_blank">--ami-version 3.0.0</a>". Hivemall works on both old Hadoop and YARN.</em></p>
-<p>Or, lunch an interactive EMR job using the EMR GUI wizard.
-<img src="https://dl.dropboxusercontent.com/u/13123103/emr-wizard.png" alt="emr-wizard">
-<img src="https://dl.dropboxusercontent.com/u/13123103/emr-bootstrap.png" alt="emr-bootstrap"></p>
+<p>Or, lunch an interactive EMR job using the EMR GUI wizard.</p>
+<p><img src="../resources/images/emr-wizard.png" alt="emr-wizard"></p>
+<p><img src="../resources/images/emr-bootstrap.png" alt="emr-bootstrap"></p>
<h2 id="data-preparation">Data preparation</h2>
<p>Put training and test data in a TSV format on Amazon S3, e.g., on ${s3bucket}/datasets/news20b/[train|test].</p>
<pre><code class="lang-sql"><span class="hljs-keyword">create</span> <span class="hljs-keyword">database</span> news20;
@@ -1790,7 +1808,11 @@ LOCATION <span class="hljs-string">'s3://${s3bucket}/emr/outputs/news20b_ar
--bootstrap-action s3://elasticmapreduce/bootstrap-actions/install-ganglia \
--bootstrap-name "install ganglia" \
--availability-zone ap-northeast-1a
-</code></pre><p>Using spot instance for core/task instance groups is the best way to save your money.</p>
+</code></pre><p>Using spot instance for core/task instance groups is the best way to save your money.
+<div id="page-footer"><hr><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>
@@ -1824,7 +1846,7 @@ LOCATION <span class="hljs-string">'s3://${s3bucket}/emr/outputs/news20b_ar
<script>
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/tips/ensemble_learning.html
----------------------------------------------------------------------
diff --git a/userguide/tips/ensemble_learning.html b/userguide/tips/ensemble_learning.html
index db32343..491233d 100644
--- a/userguide/tips/ensemble_learning.html
+++ b/userguide/tips/ensemble_learning.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>This example explains how to run ensemble learning in Hivemall.<br>Two heads are better than one? Let's verify it by ensemble learning.</p>
+ <!--
+ 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>This example explains how to run ensemble learning in Hivemall.<br>Two heads are better than one? Let's verify it by ensemble learning.</p>
<!-- toc --><div id="toc" class="toc">
<ul>
@@ -1842,6 +1860,10 @@ where actual == predicted;
</tr>
</tbody>
</table>
+<p><div id="page-footer"><hr><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>
@@ -1875,7 +1897,7 @@ where actual == predicted;
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----------------------------------------------------------------------
diff --git a/userguide/tips/general_tips.html b/userguide/tips/general_tips.html
index 00da38c..031bb41 100644
--- a/userguide/tips/general_tips.html
+++ b/userguide/tips/general_tips.html
@@ -1631,7 +1631,29 @@
<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><div id="page-footer"><hr><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>
@@ -1664,7 +1686,7 @@
<script>
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/tips/hadoop_tuning.html
----------------------------------------------------------------------
diff --git a/userguide/tips/hadoop_tuning.html b/userguide/tips/hadoop_tuning.html
index ca84c23..986d0ae 100644
--- a/userguide/tips/hadoop_tuning.html
+++ b/userguide/tips/hadoop_tuning.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <h1 id="prerequisites">Prerequisites</h1>
+ <!--
+ 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="prerequisites">Prerequisites</h1>
<p>Please refer the following guides for Hadoop tuning:</p>
<ul>
<li><a href="http://hadoopbook.com/" target="_blank">http://hadoopbook.com/</a></li>
@@ -1689,6 +1707,10 @@ mapred.reduce.shuffle.input.buffer.percent=0.6 (MR v1)
<pre><code class="lang-sql"><span class="hljs-keyword">set</span> mapreduce.framework.<span class="hljs-keyword">name</span>=yarn;
<span class="hljs-keyword">set</span> hive.execution.<span class="hljs-keyword">engine</span>=mr;
</code></pre>
+<p><div id="page-footer"><hr><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>
@@ -1722,7 +1744,7 @@ mapred.reduce.shuffle.input.buffer.percent=0.6 (MR v1)
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/tips/index.html
----------------------------------------------------------------------
diff --git a/userguide/tips/index.html b/userguide/tips/index.html
index df4b77c..d89990d 100644
--- a/userguide/tips/index.html
+++ b/userguide/tips/index.html
@@ -1631,7 +1631,29 @@
<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><div id="page-footer"><hr><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>
@@ -1664,7 +1686,7 @@
<script>
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/tips/mixserver.html
----------------------------------------------------------------------
diff --git a/userguide/tips/mixserver.html b/userguide/tips/mixserver.html
index c79813a..c267485 100644
--- a/userguide/tips/mixserver.html
+++ b/userguide/tips/mixserver.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>In this page, we will explain how to use model mixing on Hivemall. The model mixing is useful for a better prediction performance and faster convergence in training classifiers. </p>
+ <!--
+ 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>In this page, we will explain how to use model mixing on Hivemall. The model mixing is useful for a better prediction performance and faster convergence in training classifiers. </p>
<!--
You can find a brief explanation of the internal design of MIX protocol in [this slide](http://www.slideshare.net/myui/hivemall-mix-internal).
-->
@@ -1676,7 +1694,11 @@ The default port used by Mix server is 11212 and the port is configurable throug
<p>All you have to do is just adding "<em>-mix</em>" training option as seen in the above query.</p>
<h1 id="the-effect-of-model-mixing">The effect of model mixing</h1>
<p>In my experience, the MIX improved the prediction accuracy of the above KDD2010a PA1 training on a 32 nodes cluster from 0.844835019263103 (w/o mix) to 0.8678096499719774 (w/ mix).</p>
-<p>The overhead of using the MIX protocol is <em>almost negligible</em> because the MIX communication is efficiently handled using asynchronous non-blocking I/O. Furthermore, the training time could be improved on certain settings because of the faster convergence due to mixing. </p>
+<p>The overhead of using the MIX protocol is <em>almost negligible</em> because the MIX communication is efficiently handled using asynchronous non-blocking I/O. Furthermore, the training time could be improved on certain settings because of the faster convergence due to mixing.
+<div id="page-footer"><hr><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>
@@ -1710,7 +1732,7 @@ The default port used by Mix server is 11212 and the port is configurable throug
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/tips/rand_amplify.html
----------------------------------------------------------------------
diff --git a/userguide/tips/rand_amplify.html b/userguide/tips/rand_amplify.html
index 98a51f4..5d550f5 100644
--- a/userguide/tips/rand_amplify.html
+++ b/userguide/tips/rand_amplify.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>This article explains <em>amplify</em> technique that is useful for improving prediction score.</p>
+ <!--
+ 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>This article explains <em>amplify</em> technique that is useful for improving prediction score.</p>
<p>Iterations are mandatory in machine learning (e.g., in <a href="http://en.wikipedia.org/wiki/Stochastic_gradient_descent" target="_blank">stochastic gradient descent</a>) to get good prediction models. However, MapReduce is known to be not suited for iterative algorithms because IN/OUT of each MapReduce job is through HDFS.</p>
<p>In this example, we show how Hivemall deals with this problem. We use <a href="https://github.com/myui/hivemall/wiki/KDDCup-2012-track-2-CTR-prediction-dataset" target="_blank">KDD Cup 2012, Track 2 Task</a> as an example.</p>
<p><strong>WARNING</strong>: rand_amplify() is supported in v0.2-beta1 and later.</p>
@@ -1671,13 +1689,12 @@ So, we recommend users to use an amplified view for training as follows:</p>
<span class="hljs-keyword">group</span> <span class="hljs-keyword">by</span> feature;
</code></pre>
<p>The above query is executed by 2 MapReduce jobs as shown below:
-<img src="https://dl.dropboxusercontent.com/u/13123103/hivemall/amplify.png" alt="amplifier">
-<a href="https://dl.dropboxusercontent.com/u/13123103/hivemall/amplify_plan.txt" target="_blank">Here</a> is the actual plan generated by the Hive.</p>
+<img src="../resources/images/amplify.png" alt="amplifier"></p>
<p>Using <em>trainning_x3</em> instead of the plain training table results in higher and better AUC (0.746214) in <a href="https://github.com/myui/hivemall/wiki/KDDCup-2012-track-2-CTR-prediction-(regression\" target="_blank">this</a>) example.</p>
<p>A problem in amplify() is that the shuffle (copy) and merge phase of the stage 1 could become a bottleneck.
When the training table is so large that involves 100 Map tasks, the merge operator needs to merge at least 100 files by (external) merge sort! </p>
<p>Note that the actual bottleneck is not M/R iterations but shuffling training instance. Iteration without shuffling (as in <a href="http://spark.incubator.apache.org/examples.html" target="_blank">the Spark example</a>) causes very slow convergence and results in requiring more iterations. Shuffling cannot be avoided even in iterative MapReduce variants.</p>
-<p><img src="https://dl.dropboxusercontent.com/u/13123103/hivemall/amplify_elapsed.png" alt="amplify elapsed"></p>
+<p><img src="../resources/images/amplify_elapsed.png" alt="amplify_elapsed"></p>
<hr>
<h1 id="amplify-and-shuffle-training-examples-in-each-map-task">Amplify and shuffle training examples in each Map task</h1>
<p>To deal with large training data, Hivemall provides <strong>rand_amplify</strong> UDTF that randomly shuffles input rows in a Map task.
@@ -1692,10 +1709,10 @@ The rand_amplify UDTF outputs rows in a random order when the local buffer speci
<span class="hljs-keyword">from</span>
training_orcfile;
</code></pre>
-<p>The training query is executed as follows:
-<img src="https://dl.dropboxusercontent.com/u/13123103/hivemall/randamplify.png" alt="Random amplify"><br><a href="https://dl.dropboxusercontent.com/u/13123103/hivemall/randamplify_plan.txt" target="_blank">Here</a> is the actual query plan.</p>
+<p>The training query is executed as follows:</p>
+<p><img src="../resources/images/randamplify.png" alt="randamplify"></p>
<p>The map-local multiplication and shuffling has no bottleneck in the merge phase and the query is efficiently executed within a single MapReduce job.</p>
-<p><img src="https://dl.dropboxusercontent.com/u/13123103/hivemall/randamplify_elapsed.png" alt="rand_amplify elapsed "></p>
+<p><img src="../resources/images/randamplify_elapsed.png" alt="randamplify_elapsed"></p>
<p>Using <em>rand_amplify</em> results in a better AUC (0.743392) in <a href="https://github.com/myui/hivemall/wiki/KDDCup-2012-track-2-CTR-prediction-(regression\" target="_blank">this</a>) example.</p>
<hr>
<h1 id="conclusion">Conclusion</h1>
@@ -1726,6 +1743,10 @@ The rand_amplify UDTF outputs rows in a random order when the local buffer speci
</tr>
</tbody>
</table>
+<p><div id="page-footer"><hr><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>
@@ -1759,7 +1780,7 @@ The rand_amplify UDTF outputs rows in a random order when the local buffer speci
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diff --git a/userguide/tips/rowid.html b/userguide/tips/rowid.html
index deebaad..554a340 100644
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@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <pre><code class="lang-sql"><span class="hljs-keyword">CREATE</span> <span class="hljs-keyword">TABLE</span> xxx
+ <!--
+ 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.
+-->
+<pre><code class="lang-sql"><span class="hljs-keyword">CREATE</span> <span class="hljs-keyword">TABLE</span> xxx
<span class="hljs-keyword">AS</span>
<span class="hljs-keyword">SELECT</span>
regexp_replace(reflect(<span class="hljs-string">'java.util.UUID'</span>,<span class="hljs-string">'randomUUID'</span>), <span class="hljs-string">'-'</span>, <span class="hljs-string">''</span>) <span class="hljs-keyword">as</span> <span class="hljs-keyword">rowid</span>,
@@ -1657,6 +1675,10 @@ However, the query execution would become too slow for large dataset because the
<span class="hljs-keyword">from</span>
xxx
</code></pre>
+<p><div id="page-footer"><hr><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>
@@ -1690,7 +1712,7 @@ However, the query execution would become too slow for large dataset because the
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/tips/rt_prediction.html
----------------------------------------------------------------------
diff --git a/userguide/tips/rt_prediction.html b/userguide/tips/rt_prediction.html
index 5c1e710..aad42a9 100644
--- a/userguide/tips/rt_prediction.html
+++ b/userguide/tips/rt_prediction.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>Hivemall provides a batch learning scheme that builds prediction models on Apache Hive.
+ <!--
+ 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>Hivemall provides a batch learning scheme that builds prediction models on Apache Hive.
The learning process itself is a batch process; however, an online/real-time prediction can be achieved by carrying a prediction on a transactional relational DBMS.</p>
<p>In this article, we explain how to run a real-time prediction using a relational DBMS.
We assume that you have already run the <a href="https://github.com/myui/hivemall/wiki#a9a-binary-classification" target="_blank">a9a binary classification task</a>.</p>
@@ -1809,7 +1827,11 @@ DELIMITER ;
| 0.05595205126313402 | 0.0 |
+---------------------+-----------+
1 row in set (0.00 sec)
-</code></pre>
+</code></pre><p><div id="page-footer"><hr><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>
@@ -1842,7 +1864,7 @@ DELIMITER ;
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Real-time Prediction on RDBMS","level":"1.3.3","depth":2,"next":{"title":"Ensemble learning for stable prediction","level":"1.3.4","depth":2,"path":"tips/ensemble_learning.md","ref":"tips/ensemble_learning.md","articles":[]},"previous":{"title":"Use rand_amplify() to better prediction results","level":"1.3.2","depth":2,"path":"tips/rand_amplify.md","ref":"tips/rand_amplify.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-
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+ gitbook.page.hasChanged({"page":{"title":"Real-time Prediction on RDBMS","level":"1.3.3","depth":2,"next":{"title":"Ensemble learning for stable prediction","level":"1.3.4","depth":2,"path":"tips/ensemble_learning.md","ref":"tips/ensemble_learning.md","articles":[]},"previous":{"title":"Use rand_amplify() to better prediction results","level":"1.3.2","depth":2,"path":"tips/rand_amplify.md","ref":"tips/rand_amplify.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.co
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[12/12] incubator-hivemall-site git commit: added footers in the user
guide
Posted by my...@apache.org.
added footers in the 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/70615026
Tree: http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/tree/70615026
Diff: http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/diff/70615026
Branch: refs/heads/asf-site
Commit: 70615026977ac68db9f244a9b4b07fc5bf65b399
Parents: 7fe890f
Author: myui <yu...@gmail.com>
Authored: Mon Nov 14 19:45:41 2016 +0900
Committer: myui <yu...@gmail.com>
Committed: Mon Nov 14 19:45:41 2016 +0900
----------------------------------------------------------------------
404.html | 26 +++-
contributing.html | 52 ++++++-
dependency-convergence.html | 141 ++++++++++++-------
dependency-info.html | 7 +-
distribution-management.html | 7 +-
download.html | 26 +++-
faq.html | 26 +++-
index.html | 4 +-
integration.html | 7 +-
issue-tracking.html | 7 +-
license.html | 7 +-
mail-lists.html | 7 +-
modules.html | 10 +-
overview.html | 36 ++---
plugin-management.html | 19 ++-
plugins.html | 33 +++--
poweredby.html | 26 +++-
project-info.html | 7 +-
project-summary.html | 7 +-
repository.html | 36 ++---
source-repository.html | 7 +-
team-list.html | 7 +-
userguide.html | 26 +++-
userguide/FOOTER.md | 3 +
userguide/anomaly/lof.html | 28 +++-
userguide/binaryclass/a9a.html | 26 +++-
userguide/binaryclass/a9a_dataset.html | 26 +++-
userguide/binaryclass/a9a_lr.html | 28 +++-
userguide/binaryclass/a9a_minibatch.html | 26 +++-
userguide/binaryclass/kdd2010a.html | 26 +++-
userguide/binaryclass/kdd2010a_dataset.html | 26 +++-
userguide/binaryclass/kdd2010a_scw.html | 26 +++-
userguide/binaryclass/kdd2010b.html | 26 +++-
userguide/binaryclass/kdd2010b_arow.html | 28 +++-
userguide/binaryclass/kdd2010b_dataset.html | 26 +++-
userguide/binaryclass/news20.html | 26 +++-
userguide/binaryclass/news20_adagrad.html | 28 +++-
userguide/binaryclass/news20_dataset.html | 26 +++-
userguide/binaryclass/news20_pa.html | 26 +++-
userguide/binaryclass/news20_scw.html | 28 +++-
userguide/binaryclass/webspam.html | 26 +++-
userguide/binaryclass/webspam_dataset.html | 28 +++-
userguide/binaryclass/webspam_scw.html | 28 +++-
userguide/eval/datagen.html | 26 +++-
userguide/eval/lr_datagen.html | 26 +++-
userguide/eval/stat_eval.html | 28 +++-
userguide/ft_engineering/ft_trans.html | 26 +++-
userguide/ft_engineering/hashing.html | 26 +++-
userguide/ft_engineering/quantify.html | 26 +++-
userguide/ft_engineering/scaling.html | 26 +++-
userguide/ft_engineering/tfidf.html | 28 +++-
userguide/ft_engineering/vectorizer.html | 26 +++-
userguide/getting_started/index.html | 26 +++-
userguide/getting_started/input-format.html | 26 +++-
userguide/getting_started/installation.html | 28 +++-
.../getting_started/permanent-functions.html | 28 +++-
userguide/index.html | 31 +++-
userguide/misc/generic_funcs.html | 28 +++-
userguide/misc/tokenizer.html | 28 +++-
userguide/misc/topk.html | 28 +++-
userguide/multiclass/iris.html | 26 +++-
userguide/multiclass/iris_dataset.html | 26 +++-
userguide/multiclass/iris_randomforest.html | 28 +++-
userguide/multiclass/iris_scw.html | 28 +++-
userguide/multiclass/news20.html | 26 +++-
userguide/multiclass/news20_dataset.html | 26 +++-
userguide/multiclass/news20_ensemble.html | 26 +++-
.../multiclass/news20_one-vs-the-rest.html | 26 +++-
.../news20_one-vs-the-rest_dataset.html | 28 +++-
userguide/multiclass/news20_pa.html | 26 +++-
userguide/multiclass/news20_scw.html | 26 +++-
userguide/recommend/cf.html | 26 +++-
userguide/recommend/item_based_cf.html | 26 +++-
userguide/recommend/movielens.html | 26 +++-
userguide/recommend/movielens_cv.html | 28 +++-
userguide/recommend/movielens_dataset.html | 26 +++-
userguide/recommend/movielens_fm.html | 26 +++-
userguide/recommend/movielens_mf.html | 26 +++-
userguide/recommend/news20.html | 26 +++-
userguide/recommend/news20_bbit_minhash.html | 26 +++-
userguide/recommend/news20_jaccard.html | 26 +++-
userguide/recommend/news20_knn.html | 28 +++-
userguide/regression/e2006.html | 26 +++-
userguide/regression/e2006_arow.html | 28 +++-
userguide/regression/e2006_dataset.html | 26 +++-
userguide/regression/kddcup12tr2.html | 26 +++-
userguide/regression/kddcup12tr2_adagrad.html | 28 +++-
userguide/regression/kddcup12tr2_dataset.html | 28 +++-
userguide/regression/kddcup12tr2_lr.html | 26 +++-
.../regression/kddcup12tr2_lr_amplify.html | 39 +++--
userguide/resources/images/amplify.png | Bin 0 -> 94408 bytes
userguide/resources/images/amplify_elapsed.png | Bin 0 -> 19556 bytes
userguide/resources/images/emr-bootstrap.png | Bin 0 -> 31830 bytes
userguide/resources/images/emr-wizard.png | Bin 0 -> 35576 bytes
userguide/resources/images/randamplify.png | Bin 0 -> 49567 bytes
.../resources/images/randamplify_elapsed.png | Bin 0 -> 19047 bytes
userguide/search_index.json | 2 +-
userguide/tips/addbias.html | 28 +++-
userguide/tips/emr.html | 34 ++++-
userguide/tips/ensemble_learning.html | 26 +++-
userguide/tips/general_tips.html | 26 +++-
userguide/tips/hadoop_tuning.html | 26 +++-
userguide/tips/index.html | 26 +++-
userguide/tips/mixserver.html | 28 +++-
userguide/tips/rand_amplify.html | 37 +++--
userguide/tips/rowid.html | 26 +++-
userguide/tips/rt_prediction.html | 28 +++-
userguide/troubleshooting/asterisk.html | 28 +++-
userguide/troubleshooting/index.html | 26 +++-
.../troubleshooting/mapjoin_classcastex.html | 28 +++-
.../troubleshooting/mapjoin_task_error.html | 28 +++-
userguide/troubleshooting/num_mappers.html | 28 +++-
userguide/troubleshooting/oom.html | 28 +++-
113 files changed, 2404 insertions(+), 361 deletions(-)
----------------------------------------------------------------------
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/404.html
----------------------------------------------------------------------
diff --git a/404.html b/404.html
index d1b240a..fedcd0f 100644
--- a/404.html
+++ b/404.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – </title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
@@ -164,7 +167,24 @@
<div id="bodyColumn" >
- <p>Currently under construction.</p>
+ <!--
+ 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>Currently under construction.</p>
</div>
</div>
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/contributing.html
----------------------------------------------------------------------
diff --git a/contributing.html b/contributing.html
index ed4d484..e89fb03 100644
--- a/contributing.html
+++ b/contributing.html
@@ -7,9 +7,9 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
- <title>Apache Hivemall – </title>
+ <title>Apache Hivemall – How to build</title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
<link rel="stylesheet" href="./css/site.css" />
<link rel="stylesheet" href="./css/print.css" media="print" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
@@ -164,8 +167,47 @@
<div id="bodyColumn" >
- <p>to appear …</p>
-<p><a class="externalLink" href="http://www.apache.org/foundation/getinvolved.html">Here</a> is a general guide for contributing to Apache Project.</p>
+ <!--
+ 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>How to build</h1>
+<div class="section">
+<div class="section">
+<div class="section">
+<h4><a name="Prerequisites"></a>Prerequisites</h4>
+
+<ul>
+
+<li>Maven 3.x</li>
+
+<li>JDK 1.7 or later</li>
+</ul>
+
+<div class="source">
+<div class="source"><pre class="prettyprint linenums">$ cd hivemall
+
+# This is a workaround for resolving xgboost dependencies.
+$ mvn validate -Pxgboost
+
+$ mvn clean package
+</pre></div></div>
+<h1>Contribution guideline</h1>
+<p>to appear …</p>
+<p><a class="externalLink" href="http://www.apache.org/foundation/getinvolved.html">Here</a> is a general guide for contributing to Apache Project.</p></div></div></div>
</div>
</div>
[05/12] incubator-hivemall-site git commit: added footers in the user
guide
Posted by my...@apache.org.
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/recommend/cf.html
----------------------------------------------------------------------
diff --git a/userguide/recommend/cf.html b/userguide/recommend/cf.html
index 3bcf2ba..8658b3f 100644
--- a/userguide/recommend/cf.html
+++ b/userguide/recommend/cf.html
@@ -1631,7 +1631,29 @@
<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><div id="page-footer"><hr><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>
@@ -1664,7 +1686,7 @@
<script>
var gitbook = gitbook || [];
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/recommend/item_based_cf.html
----------------------------------------------------------------------
diff --git a/userguide/recommend/item_based_cf.html b/userguide/recommend/item_based_cf.html
index 946467b..4089910 100644
--- a/userguide/recommend/item_based_cf.html
+++ b/userguide/recommend/item_based_cf.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>This document describe how to do Item-based Collaborative Filtering using Hivemall.</p>
+ <!--
+ 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>This document describe how to do Item-based Collaborative Filtering using Hivemall.</p>
<p><em>Caution: naive similarity computation is <code>O(n^2)</code> to compute all item-item pair similarity. <a href="https://en.wikipedia.org/wiki/MinHash#Jaccard_similarity_and_minimum_hash_values" target="_blank">MinHash</a> is an efficient scheme for computing jaccard similarity. Section 6 show how to use MinHash in Hivemall.</em></p>
<h2 id="1-prepare-transaction-table">1. Prepare transaction table</h2>
<p>Prepare following transaction table. We are generating <code>feature_vector</code> for each <code>item_id</code> based on cooccurrence of purchased items, a sort of bucket analysis.</p>
@@ -2240,6 +2258,10 @@ topk <span class="hljs-keyword">as</span> (
<span class="hljs-keyword">from</span>
topk;
</code></pre>
+<p><div id="page-footer"><hr><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>
@@ -2273,7 +2295,7 @@ topk <span class="hljs-keyword">as</span> (
<script>
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/recommend/movielens.html
----------------------------------------------------------------------
diff --git a/userguide/recommend/movielens.html b/userguide/recommend/movielens.html
index 098cf96..607a798 100644
--- a/userguide/recommend/movielens.html
+++ b/userguide/recommend/movielens.html
@@ -1631,7 +1631,29 @@
<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><div id="page-footer"><hr><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>
@@ -1664,7 +1686,7 @@
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/recommend/movielens_cv.html
----------------------------------------------------------------------
diff --git a/userguide/recommend/movielens_cv.html b/userguide/recommend/movielens_cv.html
index 71d4614..10f1012 100644
--- a/userguide/recommend/movielens_cv.html
+++ b/userguide/recommend/movielens_cv.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p><a href="http://en.wikipedia.org/wiki/Cross-validation_(statistics" target="_blank">Cross-validation</a>#k-fold<em>cross-validationk-fold cross validation) is a model validation technique for assessing how a prediction model will generalize to an independent data set. This example shows a way to perform [k-fold cross validation](<a href="http://en.wikipedia.org/wiki/Cross-validation" target="_blank">http://en.wikipedia.org/wiki/Cross-validation</a></em>(statistics)#k-fold_cross-validation) to evaluate prediction performance.</p>
+ <!--
+ 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><a href="http://en.wikipedia.org/wiki/Cross-validation_(statistics" target="_blank">Cross-validation</a>#k-fold<em>cross-validationk-fold cross validation) is a model validation technique for assessing how a prediction model will generalize to an independent data set. This example shows a way to perform [k-fold cross validation](<a href="http://en.wikipedia.org/wiki/Cross-validation" target="_blank">http://en.wikipedia.org/wiki/Cross-validation</a></em>(statistics)#k-fold_cross-validation) to evaluate prediction performance.</p>
<p><em>Caution:</em> Matrix factorization is supported in Hivemall v0.3 or later.</p>
<h1 id="data-set-creating-for-10-folds-cross-validation">Data set creating for 10-folds cross validation.</h1>
<pre><code class="lang-sql"><span class="hljs-keyword">use</span> movielens;
@@ -1681,7 +1699,11 @@ cluster <span class="hljs-keyword">by</span> gid, <span class="hljs-keyword">ran
<p>0.6695442192077673 (MAE)</p>
<p>0.8502739040257945 (RMSE)</p>
</blockquote>
-<p><em>We recommend to use <a href="http://tez.apache.org/" target="_blank">Tez</a> for running queries having many stages.</em></p>
+<p><em>We recommend to use <a href="http://tez.apache.org/" target="_blank">Tez</a> for running queries having many stages.</em>
+<div id="page-footer"><hr><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>
@@ -1715,7 +1737,7 @@ cluster <span class="hljs-keyword">by</span> gid, <span class="hljs-keyword">ran
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/recommend/movielens_dataset.html
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diff --git a/userguide/recommend/movielens_dataset.html b/userguide/recommend/movielens_dataset.html
index 5649eef..3d33fca 100644
--- a/userguide/recommend/movielens_dataset.html
+++ b/userguide/recommend/movielens_dataset.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <h1 id="data-preparation">Data preparation</h1>
+ <!--
+ 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="data-preparation">Data preparation</h1>
<p>First, downlod MovieLens dataset from the following site.</p>
<blockquote>
<p><a href="http://www.grouplens.org/system/files/ml-1m.zip" target="_blank">http://www.grouplens.org/system/files/ml-1m.zip</a></p>
@@ -1775,6 +1793,10 @@ u_zipcode string None
<span class="hljs-keyword">order</span> <span class="hljs-keyword">by</span> rnd <span class="hljs-keyword">ASC</span>
<span class="hljs-keyword">limit</span> <span class="hljs-number">200209</span>;
</code></pre>
+<p><div id="page-footer"><hr><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>
@@ -1808,7 +1830,7 @@ u_zipcode string None
<script>
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/recommend/movielens_fm.html
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diff --git a/userguide/recommend/movielens_fm.html b/userguide/recommend/movielens_fm.html
index 78257b7..3bff761 100644
--- a/userguide/recommend/movielens_fm.html
+++ b/userguide/recommend/movielens_fm.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p><em>Caution: Factorization Machine is supported from Hivemall v0.4 or later.</em></p>
+ <!--
+ 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><em>Caution: Factorization Machine is supported from Hivemall v0.4 or later.</em></p>
<h1 id="data-preparation">Data preparation</h1>
<p>First of all, please create <code>ratings</code> table described in the following page:
<a href="https://github.com/myui/hivemall/wiki/MovieLens-Dataset" target="_blank">https://github.com/myui/hivemall/wiki/MovieLens-Dataset</a></p>
@@ -1869,6 +1887,10 @@ WITH predicted as (
testing_fm <span class="hljs-keyword">as</span> t
<span class="hljs-keyword">JOIN</span> predicted <span class="hljs-keyword">as</span> p <span class="hljs-keyword">on</span> (t.<span class="hljs-keyword">rowid</span> = p.<span class="hljs-keyword">rowid</span>);
</code></pre>
+<p><div id="page-footer"><hr><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>
@@ -1902,7 +1924,7 @@ WITH predicted as (
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/recommend/movielens_mf.html
----------------------------------------------------------------------
diff --git a/userguide/recommend/movielens_mf.html b/userguide/recommend/movielens_mf.html
index d6b7719..50f026f 100644
--- a/userguide/recommend/movielens_mf.html
+++ b/userguide/recommend/movielens_mf.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>This page explains how to run matrix factorization on <a href="https://github.com/myui/hivemall/wiki/MovieLens-Dataset" target="_blank">MovieLens 1M dataset</a>.</p>
+ <!--
+ 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>This page explains how to run matrix factorization on <a href="https://github.com/myui/hivemall/wiki/MovieLens-Dataset" target="_blank">MovieLens 1M dataset</a>.</p>
<p><em>Caution:</em> Matrix factorization is supported in Hivemall v0.3 or later.</p>
<h2 id="calculate-the-mean-rating-in-the-training-dataset">Calculate the mean rating in the training dataset</h2>
<pre><code class="lang-sql"><span class="hljs-keyword">use</span> movielens;
@@ -1776,6 +1794,10 @@
</tr>
</tbody>
</table>
+<p><div id="page-footer"><hr><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>
@@ -1809,7 +1831,7 @@
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/recommend/news20.html
----------------------------------------------------------------------
diff --git a/userguide/recommend/news20.html b/userguide/recommend/news20.html
index 536cdc7..82e0297 100644
--- a/userguide/recommend/news20.html
+++ b/userguide/recommend/news20.html
@@ -1631,7 +1631,29 @@
<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><div id="page-footer"><hr><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>
@@ -1664,7 +1686,7 @@
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/recommend/news20_bbit_minhash.html
----------------------------------------------------------------------
diff --git a/userguide/recommend/news20_bbit_minhash.html b/userguide/recommend/news20_bbit_minhash.html
index 541b167..f8de314 100644
--- a/userguide/recommend/news20_bbit_minhash.html
+++ b/userguide/recommend/news20_bbit_minhash.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <h1 id="function-signature-of-bbitminhash">Function Signature of bbit_minhash</h1>
+ <!--
+ 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="function-signature-of-bbitminhash">Function Signature of bbit_minhash</h1>
<pre><code>Text bbit_minhash(array<int|string> features)
Text bbit_minhash(array<int|string> features, int numHashes=128)
Text bbit_minhash(array<int|string> features, boolean discardWeight=false)
@@ -1721,6 +1739,10 @@ Text bbit_minhash(array<int|string> features, int numHashes=128, boolean d
</tr>
</tbody>
</table>
+<p><div id="page-footer"><hr><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>
@@ -1754,7 +1776,7 @@ Text bbit_minhash(array<int|string> features, int numHashes=128, boolean d
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/recommend/news20_jaccard.html
----------------------------------------------------------------------
diff --git a/userguide/recommend/news20_jaccard.html b/userguide/recommend/news20_jaccard.html
index 2df4c2e..fe5ab71 100644
--- a/userguide/recommend/news20_jaccard.html
+++ b/userguide/recommend/news20_jaccard.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>List related (similar) articles for each article.</p>
+ <!--
+ 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>List related (similar) articles for each article.</p>
<h1 id="preparation">Preparation</h1>
<pre><code class="lang-sql"><span class="hljs-keyword">use</span> news20;
@@ -1742,6 +1760,10 @@ source /home/myui/tmp/define-all.hive;
similarity >= <span class="hljs-number">0.1</span>
;
</code></pre>
+<p><div id="page-footer"><hr><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>
@@ -1775,7 +1797,7 @@ source /home/myui/tmp/define-all.hive;
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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</div>
[09/12] incubator-hivemall-site git commit: added footers in the user
guide
Posted by my...@apache.org.
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/binaryclass/kdd2010a.html
----------------------------------------------------------------------
diff --git a/userguide/binaryclass/kdd2010a.html b/userguide/binaryclass/kdd2010a.html
index 1dabe97..1429b50 100644
--- a/userguide/binaryclass/kdd2010a.html
+++ b/userguide/binaryclass/kdd2010a.html
@@ -1631,7 +1631,29 @@
<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><div id="page-footer"><hr><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>
@@ -1664,7 +1686,7 @@
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"KDD2010a Tutorial","level":"5.3","depth":1,"next":{"title":"Data preparation","level":"5.3.1","depth":2,"path":"binaryclass/kdd2010a_dataset.md","ref":"binaryclass/kdd2010a_dataset.md","articles":[]},"previous":{"title":"AdaGradRDA, AdaGrad, AdaDelta","level":"5.2.4","depth":2,"path":"binaryclass/news20_adagrad.md","ref":"binaryclass/news20_adagrad.md","articles":[]},"dir":"neutral"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter
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+ gitbook.page.hasChanged({"page":{"title":"KDD2010a Tutorial","level":"5.3","depth":1,"next":{"title":"Data preparation","level":"5.3.1","depth":2,"path":"binaryclass/kdd2010a_dataset.md","ref":"binaryclass/kdd2010a_dataset.md","articles":[]},"previous":{"title":"AdaGradRDA, AdaGrad, AdaDelta","level":"5.2.4","depth":2,"path":"binaryclass/news20_adagrad.md","ref":"binaryclass/news20_adagrad.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivema
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/binaryclass/kdd2010a_dataset.html
----------------------------------------------------------------------
diff --git a/userguide/binaryclass/kdd2010a_dataset.html b/userguide/binaryclass/kdd2010a_dataset.html
index b6ef269..9dded23 100644
--- a/userguide/binaryclass/kdd2010a_dataset.html
+++ b/userguide/binaryclass/kdd2010a_dataset.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p><a href="http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html#kdd2010 (algebra" target="_blank">http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html#kdd2010 (algebra)</a>)</p>
+ <!--
+ 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><a href="http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html#kdd2010 (algebra" target="_blank">http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html#kdd2010 (algebra)</a>)</p>
<ul>
<li><h1 id="of-classes-2">of classes: 2</h1>
</li>
@@ -1701,6 +1719,10 @@ CLUSTER <span class="hljs-keyword">BY</span> <span class="hljs-keyword">rand</sp
<span class="hljs-keyword">from</span>
kdd10a_train_orcfile;
</code></pre>
+<p><div id="page-footer"><hr><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>
@@ -1734,7 +1756,7 @@ CLUSTER <span class="hljs-keyword">BY</span> <span class="hljs-keyword">rand</sp
<script>
var gitbook = gitbook || [];
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/binaryclass/kdd2010a_scw.html
----------------------------------------------------------------------
diff --git a/userguide/binaryclass/kdd2010a_scw.html b/userguide/binaryclass/kdd2010a_scw.html
index ba3e5a0..dc0251d 100644
--- a/userguide/binaryclass/kdd2010a_scw.html
+++ b/userguide/binaryclass/kdd2010a_scw.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <h1 id="pa1">PA1</h1>
+ <!--
+ 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="pa1">PA1</h1>
<h2 id="train">Train</h2>
<pre><code class="lang-sql"><span class="hljs-comment">-- SET mapred.reduce.tasks=32;</span>
<span class="hljs-keyword">drop</span> <span class="hljs-keyword">table</span> kdd10a_pa1_model1;
@@ -1831,6 +1849,10 @@
</tr>
</tbody>
</table>
+<p><div id="page-footer"><hr><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>
@@ -1864,7 +1886,7 @@
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/binaryclass/kdd2010b.html
----------------------------------------------------------------------
diff --git a/userguide/binaryclass/kdd2010b.html b/userguide/binaryclass/kdd2010b.html
index 8beee43..607cd3c 100644
--- a/userguide/binaryclass/kdd2010b.html
+++ b/userguide/binaryclass/kdd2010b.html
@@ -1631,7 +1631,29 @@
<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><div id="page-footer"><hr><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>
@@ -1664,7 +1686,7 @@
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/binaryclass/kdd2010b_arow.html
----------------------------------------------------------------------
diff --git a/userguide/binaryclass/kdd2010b_arow.html b/userguide/binaryclass/kdd2010b_arow.html
index 6bbba68..647b3b1 100644
--- a/userguide/binaryclass/kdd2010b_arow.html
+++ b/userguide/binaryclass/kdd2010b_arow.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <h2 id="training">training</h2>
+ <!--
+ 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.
+-->
+<h2 id="training">training</h2>
<pre><code class="lang-sql"><span class="hljs-comment">-- SET mapred.reduce.tasks=32;</span>
<span class="hljs-keyword">drop</span> <span class="hljs-keyword">table</span> kdd10b_arow_model1;
<span class="hljs-keyword">create</span> <span class="hljs-keyword">table</span> kdd10b_arow_model1 <span class="hljs-keyword">as</span>
@@ -1675,7 +1693,11 @@
<span class="hljs-keyword">where</span> actual = predicted;
</code></pre>
<blockquote>
-<p>0.8565808971393678</p>
+<p>0.8565808971393678
+<div id="page-footer"><hr><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>
</blockquote>
@@ -1710,7 +1732,7 @@
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/binaryclass/kdd2010b_dataset.html
----------------------------------------------------------------------
diff --git a/userguide/binaryclass/kdd2010b_dataset.html b/userguide/binaryclass/kdd2010b_dataset.html
index 1dd3859..c97373b 100644
--- a/userguide/binaryclass/kdd2010b_dataset.html
+++ b/userguide/binaryclass/kdd2010b_dataset.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p><a href="http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html#kdd2010 (bridge to algebra" target="_blank">http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html#kdd2010 (bridge to algebra)</a>)</p>
+ <!--
+ 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><a href="http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html#kdd2010 (bridge to algebra" target="_blank">http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html#kdd2010 (bridge to algebra)</a>)</p>
<ul>
<li><h1 id="of-classes-2">of classes: 2</h1>
</li>
@@ -1688,6 +1706,10 @@ awk <span class="hljs-_">-f</span> conv.awk kddb.t | hadoop fs -put - /dataset/k
<span class="hljs-keyword">from</span>
kdd10b_train;
</code></pre>
+<p><div id="page-footer"><hr><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>
@@ -1721,7 +1743,7 @@ awk <span class="hljs-_">-f</span> conv.awk kddb.t | hadoop fs -put - /dataset/k
<script>
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+ gitbook.page.hasChanged({"page":{"title":"Data preparation","level":"5.4.1","depth":2,"next":{"title":"AROW","level":"5.4.2","depth":2,"path":"binaryclass/kdd2010b_arow.md","ref":"binaryclass/kdd2010b_arow.md","articles":[]},"previous":{"title":"KDD2010b Tutorial","level":"5.4","depth":1,"path":"binaryclass/kdd2010b.md","ref":"binaryclass/kdd2010b.md","articles":[{"title":"Data preparation","level":"5.4.1","depth":2,"path":"binaryclass/kdd2010b_dataset.md","ref":"binaryclass/kdd2010b_dataset.md","articles":[]},{"title":"AROW","level":"5.4.2","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","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/binaryclass/news20.html
----------------------------------------------------------------------
diff --git a/userguide/binaryclass/news20.html b/userguide/binaryclass/news20.html
index 5c86814..56f0055 100644
--- a/userguide/binaryclass/news20.html
+++ b/userguide/binaryclass/news20.html
@@ -1631,7 +1631,29 @@
<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><div id="page-footer"><hr><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>
@@ -1664,7 +1686,7 @@
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"News20 Tutorial","level":"5.2","depth":1,"next":{"title":"Data preparation","level":"5.2.1","depth":2,"path":"binaryclass/news20_dataset.md","ref":"binaryclass/news20_dataset.md","articles":[]},"previous":{"title":"Mini-batch Gradient Descent","level":"5.1.3","depth":2,"path":"binaryclass/a9a_minibatch.md","ref":"binaryclass/a9a_minibatch.md","articles":[]},"dir":"neutral"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter":{},"sear
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+ gitbook.page.hasChanged({"page":{"title":"News20 Tutorial","level":"5.2","depth":1,"next":{"title":"Data preparation","level":"5.2.1","depth":2,"path":"binaryclass/news20_dataset.md","ref":"binaryclass/news20_dataset.md","articles":[]},"previous":{"title":"Mini-batch Gradient Descent","level":"5.1.3","depth":2,"path":"binaryclass/a9a_minibatch.md","ref":"binaryclass/a9a_minibatch.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"spl
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/binaryclass/news20_adagrad.html
----------------------------------------------------------------------
diff --git a/userguide/binaryclass/news20_adagrad.html b/userguide/binaryclass/news20_adagrad.html
index 99bf39b..d7bd50e 100644
--- a/userguide/binaryclass/news20_adagrad.html
+++ b/userguide/binaryclass/news20_adagrad.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p><em>Note that this feature is supported since Hivemall v0.3-beta2 or later.</em></p>
+ <!--
+ 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><em>Note that this feature is supported since Hivemall v0.3-beta2 or later.</em></p>
<h2 id="udf-preparation">UDF preparation</h2>
<pre><code>add jar ./tmp/hivemall-with-dependencies.jar;
source ./tmp/define-all.hive;
@@ -1770,7 +1788,11 @@ use news20;
<p>0.9549639711769415 (adagrad)</p>
<p>0.9545636509207366 (adadelta)</p>
</blockquote>
-<p><em>Note that AdaDelta often performs better than AdaGrad.</em></p>
+<p><em>Note that AdaDelta often performs better than AdaGrad.</em>
+<div id="page-footer"><hr><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>
@@ -1804,7 +1826,7 @@ use news20;
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"AdaGradRDA, AdaGrad, AdaDelta","level":"5.2.4","depth":2,"next":{"title":"KDD2010a Tutorial","level":"5.3","depth":1,"path":"binaryclass/kdd2010a.md","ref":"binaryclass/kdd2010a.md","articles":[{"title":"Data preparation","level":"5.3.1","depth":2,"path":"binaryclass/kdd2010a_dataset.md","ref":"binaryclass/kdd2010a_dataset.md","articles":[]},{"title":"PA, CW, AROW, SCW","level":"5.3.2","depth":2,"path":"binaryclass/kdd2010a_scw.md","ref":"binaryclass/kdd2010a_scw.md","articles":[]}]},"previous":{"title":"CW, AROW, SCW","level":"5.2.3","depth":2,"path":"binaryclass/news20_scw.md","ref":"binaryclass/news20_scw.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styl
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e":""}});
+ gitbook.page.hasChanged({"page":{"title":"AdaGradRDA, AdaGrad, AdaDelta","level":"5.2.4","depth":2,"next":{"title":"KDD2010a Tutorial","level":"5.3","depth":1,"path":"binaryclass/kdd2010a.md","ref":"binaryclass/kdd2010a.md","articles":[{"title":"Data preparation","level":"5.3.1","depth":2,"path":"binaryclass/kdd2010a_dataset.md","ref":"binaryclass/kdd2010a_dataset.md","articles":[]},{"title":"PA, CW, AROW, SCW","level":"5.3.2","depth":2,"path":"binaryclass/kdd2010a_scw.md","ref":"binaryclass/kdd2010a_scw.md","articles":[]}]},"previous":{"title":"CW, AROW, SCW","level":"5.2.3","depth":2,"path":"binaryclass/news20_scw.md","ref":"binaryclass/news20_scw.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","pdf":"styles/pd
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/binaryclass/news20_dataset.html
----------------------------------------------------------------------
diff --git a/userguide/binaryclass/news20_dataset.html b/userguide/binaryclass/news20_dataset.html
index d676f84..96825f6 100644
--- a/userguide/binaryclass/news20_dataset.html
+++ b/userguide/binaryclass/news20_dataset.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>Get the news20b dataset.
+ <!--
+ 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>Get the news20b dataset.
<a href="http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html#news20.binary" target="_blank">http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary.html#news20.binary</a></p>
<pre><code class="lang-sh">cat <<EOF > conv.awk
BEGIN{ FS=<span class="hljs-string">" "</span> }
@@ -1708,6 +1726,10 @@ CLUSTER <span class="hljs-keyword">BY</span> <span class="hljs-keyword">rand</sp
<span class="hljs-keyword">from</span>
news20b_test LATERAL <span class="hljs-keyword">VIEW</span> explode(addBias(features)) t <span class="hljs-keyword">AS</span> feature;
</code></pre>
+<p><div id="page-footer"><hr><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>
@@ -1741,7 +1763,7 @@ CLUSTER <span class="hljs-keyword">BY</span> <span class="hljs-keyword">rand</sp
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Data preparation","level":"5.2.1","depth":2,"next":{"title":"Perceptron, Passive Aggressive","level":"5.2.2","depth":2,"path":"binaryclass/news20_pa.md","ref":"binaryclass/news20_pa.md","articles":[]},"previous":{"title":"News20 Tutorial","level":"5.2","depth":1,"path":"binaryclass/news20.md","ref":"binaryclass/news20.md","articles":[{"title":"Data preparation","level":"5.2.1","depth":2,"path":"binaryclass/news20_dataset.md","ref":"binaryclass/news20_dataset.md","articles":[]},{"title":"Perceptron, Passive Aggressive","level":"5.2.2","depth":2,"path":"binaryclass/news20_pa.md","ref":"binaryclass/news20_pa.md","articles":[]},{"title":"CW, AROW, SCW","level":"5.2.3","depth":2,"path":"binaryclass/news20_scw.md","ref":"binaryclass/news20_scw.md","articles":[]},{"title":"AdaGradRDA, AdaGrad, AdaDelta","level":"5.2.4","depth":2,"path":"binaryclass/news20_adagrad.md","ref":"binaryclass/news20_adagrad.md","articles":[]}]},"dir":"ltr"},"c
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+ gitbook.page.hasChanged({"page":{"title":"Data preparation","level":"5.2.1","depth":2,"next":{"title":"Perceptron, Passive Aggressive","level":"5.2.2","depth":2,"path":"binaryclass/news20_pa.md","ref":"binaryclass/news20_pa.md","articles":[]},"previous":{"title":"News20 Tutorial","level":"5.2","depth":1,"path":"binaryclass/news20.md","ref":"binaryclass/news20.md","articles":[{"title":"Data preparation","level":"5.2.1","depth":2,"path":"binaryclass/news20_dataset.md","ref":"binaryclass/news20_dataset.md","articles":[]},{"title":"Perceptron, Passive Aggressive","level":"5.2.2","depth":2,"path":"binaryclass/news20_pa.md","ref":"binaryclass/news20_pa.md","articles":[]},{"title":"CW, AROW, SCW","level":"5.2.3","depth":2,"path":"binaryclass/news20_scw.md","ref":"binaryclass/news20_scw.md","articles":[]},{"title":"AdaGradRDA, AdaGrad, AdaDelta","level":"5.2.4","depth":2,"path":"binaryclass/news20_adagrad.md","ref":"binaryclass/news20_adagrad.md","articles":[]}]},"dir":"ltr"},"c
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/binaryclass/news20_pa.html
----------------------------------------------------------------------
diff --git a/userguide/binaryclass/news20_pa.html b/userguide/binaryclass/news20_pa.html
index 95f2754..d1c06db 100644
--- a/userguide/binaryclass/news20_pa.html
+++ b/userguide/binaryclass/news20_pa.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <h2 id="udf-preparation">UDF preparation</h2>
+ <!--
+ 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.
+-->
+<h2 id="udf-preparation">UDF preparation</h2>
<pre><code>delete jar /home/myui/tmp/hivemall.jar;
add jar /home/myui/tmp/hivemall.jar;
@@ -1831,6 +1849,10 @@ from
<span class="hljs-keyword">drop</span> <span class="hljs-keyword">view</span> news20b_pa2_predict1;
<span class="hljs-keyword">drop</span> <span class="hljs-keyword">view</span> news20b_pa2_submit1;
</code></pre>
+<p><div id="page-footer"><hr><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>
@@ -1864,7 +1886,7 @@ from
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"Perceptron, Passive Aggressive","level":"5.2.2","depth":2,"next":{"title":"CW, AROW, SCW","level":"5.2.3","depth":2,"path":"binaryclass/news20_scw.md","ref":"binaryclass/news20_scw.md","articles":[]},"previous":{"title":"Data preparation","level":"5.2.1","depth":2,"path":"binaryclass/news20_dataset.md","ref":"binaryclass/news20_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter":{},"search":{},
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+ gitbook.page.hasChanged({"page":{"title":"Perceptron, Passive Aggressive","level":"5.2.2","depth":2,"next":{"title":"CW, AROW, SCW","level":"5.2.3","depth":2,"path":"binaryclass/news20_scw.md","ref":"binaryclass/news20_scw.md","articles":[]},"previous":{"title":"Data preparation","level":"5.2.1","depth":2,"path":"binaryclass/news20_dataset.md","ref":"binaryclass/news20_dataset.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitt
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/binaryclass/news20_scw.html
----------------------------------------------------------------------
diff --git a/userguide/binaryclass/news20_scw.html b/userguide/binaryclass/news20_scw.html
index 91ff2da..abc0950 100644
--- a/userguide/binaryclass/news20_scw.html
+++ b/userguide/binaryclass/news20_scw.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <h2 id="udf-preparation">UDF preparation</h2>
+ <!--
+ 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.
+-->
+<h2 id="udf-preparation">UDF preparation</h2>
<pre><code>use news20;
delete jar /home/myui/tmp/hivemall.jar;
@@ -1889,7 +1907,11 @@ source /home/myui/tmp/define-all.hive;
</tr>
</tbody>
</table>
-<p>My recommendation is AROW for classification.</p>
+<p>My recommendation is AROW for classification.
+<div id="page-footer"><hr><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>
@@ -1923,7 +1945,7 @@ source /home/myui/tmp/define-all.hive;
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"CW, AROW, SCW","level":"5.2.3","depth":2,"next":{"title":"AdaGradRDA, AdaGrad, AdaDelta","level":"5.2.4","depth":2,"path":"binaryclass/news20_adagrad.md","ref":"binaryclass/news20_adagrad.md","articles":[]},"previous":{"title":"Perceptron, Passive Aggressive","level":"5.2.2","depth":2,"path":"binaryclass/news20_pa.md","ref":"binaryclass/news20_pa.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter":{},"
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+ gitbook.page.hasChanged({"page":{"title":"CW, AROW, SCW","level":"5.2.3","depth":2,"next":{"title":"AdaGradRDA, AdaGrad, AdaDelta","level":"5.2.4","depth":2,"path":"binaryclass/news20_adagrad.md","ref":"binaryclass/news20_adagrad.md","articles":[]},"previous":{"title":"Perceptron, Passive Aggressive","level":"5.2.2","depth":2,"path":"binaryclass/news20_pa.md","ref":"binaryclass/news20_pa.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall
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});
</script>
</div>
[04/12] incubator-hivemall-site git commit: added footers in the user
guide
Posted by my...@apache.org.
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/recommend/news20_knn.html
----------------------------------------------------------------------
diff --git a/userguide/recommend/news20_knn.html b/userguide/recommend/news20_knn.html
index cf42d4b..cbca598 100644
--- a/userguide/recommend/news20_knn.html
+++ b/userguide/recommend/news20_knn.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <h1 id="extract-clusters-and-assign-n-cluster-ids-to-each-article">Extract clusters and assign N cluster IDs to each article</h1>
+ <!--
+ 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="extract-clusters-and-assign-n-cluster-ids-to-each-article">Extract clusters and assign N cluster IDs to each article</h1>
<pre><code>create or replace view news20_cluster
as
select
@@ -1798,7 +1816,11 @@ LATERAL VIEW explode(clusters) t2 AS clusterid;
</tr>
</tbody>
</table>
-<p>Refer <a href="https://github.com/myui/hivemall/wiki/Efficient-Top-k-computation-on-Apache-Hive-using-Hivemall-UDTF#top-k-similarity-computation" target="_blank">this page</a> for efficient top-k kNN computation.</p>
+<p>Refer <a href="https://github.com/myui/hivemall/wiki/Efficient-Top-k-computation-on-Apache-Hive-using-Hivemall-UDTF#top-k-similarity-computation" target="_blank">this page</a> for efficient top-k kNN computation.
+<div id="page-footer"><hr><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>
@@ -1832,7 +1854,7 @@ LATERAL VIEW explode(clusters) t2 AS clusterid;
<script>
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gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"LSH/Minhash and Brute-Force Search","level":"8.2.3","depth":2,"next":{"title":"kNN search using b-Bits Minhash","level":"8.2.4","depth":2,"path":"recommend/news20_bbit_minhash.md","ref":"recommend/news20_bbit_minhash.md","articles":[]},"previous":{"title":"LSH/Minhash and Jaccard Similarity","level":"8.2.2","depth":2,"path":"recommend/news20_jaccard.md","ref":"recommend/news20_jaccard.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apach
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/regression/e2006.html
----------------------------------------------------------------------
diff --git a/userguide/regression/e2006.html b/userguide/regression/e2006.html
index e9fdca9..f6c0b66 100644
--- a/userguide/regression/e2006.html
+++ b/userguide/regression/e2006.html
@@ -1631,7 +1631,29 @@
<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><div id="page-footer"><hr><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>
@@ -1664,7 +1686,7 @@
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
- gitbook.page.hasChanged({"page":{"title":"E2006-tfidf regression Tutorial","level":"7.1","depth":1,"next":{"title":"Data preparation","level":"7.1.1","depth":2,"path":"regression/e2006_dataset.md","ref":"regression/e2006_dataset.md","articles":[]},"previous":{"title":"RandomForest","level":"6.2.3","depth":2,"path":"multiclass/iris_randomforest.md","ref":"multiclass/iris_randomforest.md","articles":[]},"dir":"neutral"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"splitter":{},"s
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+ gitbook.page.hasChanged({"page":{"title":"E2006-tfidf regression Tutorial","level":"7.1","depth":1,"next":{"title":"Data preparation","level":"7.1.1","depth":2,"path":"regression/e2006_dataset.md","ref":"regression/e2006_dataset.md","articles":[]},"previous":{"title":"RandomForest","level":"6.2.3","depth":2,"path":"multiclass/iris_randomforest.md","ref":"multiclass/iris_randomforest.md","articles":[]},"dir":"ltr"},"config":{"plugins":["theme-api","edit-link","github","splitter","sitemap","etoc","callouts","toggle-chapters","anchorjs","codeblock-filename","expandable-chapters","multipart","codeblock-filename","katex","emphasize","localized-footer"],"styles":{"website":"styles/website.css","pdf":"styles/pdf.css","epub":"styles/epub.css","mobi":"styles/mobi.css","ebook":"styles/ebook.css","print":"styles/print.css"},"pluginsConfig":{"emphasize":{},"callouts":{},"etoc":{"maxdepth":3,"mindepth":1,"notoc":true},"github":{"url":"https://github.com/apache/incubator-hivemall/"},"
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/regression/e2006_arow.html
----------------------------------------------------------------------
diff --git a/userguide/regression/e2006_arow.html b/userguide/regression/e2006_arow.html
index 0e3f2b9..5a0351f 100644
--- a/userguide/regression/e2006_arow.html
+++ b/userguide/regression/e2006_arow.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p><a href="http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/regression.html#E2006-tfidf" target="_blank">http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/regression.html#E2006-tfidf</a></p>
+ <!--
+ 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><a href="http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/regression.html#E2006-tfidf" target="_blank">http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/regression.html#E2006-tfidf</a></p>
<hr>
<h1 id="pa1a">[PA1a]</h1>
<h2 id="training">Training</h2>
@@ -1868,7 +1886,11 @@
e2006tfidf_arowe_submit;
</code></pre>
<blockquote>
-<p>0.37789148212861856 0.14280197226536404 0.2357339155291536 0.5060283955470721</p>
+<p>0.37789148212861856 0.14280197226536404 0.2357339155291536 0.5060283955470721
+<div id="page-footer"><hr><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>
</blockquote>
@@ -1903,7 +1925,7 @@
<script>
var gitbook = gitbook || [];
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/regression/e2006_dataset.html
----------------------------------------------------------------------
diff --git a/userguide/regression/e2006_dataset.html b/userguide/regression/e2006_dataset.html
index 9ca2840..bbc3ccd 100644
--- a/userguide/regression/e2006_dataset.html
+++ b/userguide/regression/e2006_dataset.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p><a href="http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/regression.html#E2006-tfidf" target="_blank">http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/regression.html#E2006-tfidf</a></p>
+ <!--
+ 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><a href="http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/regression.html#E2006-tfidf" target="_blank">http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/regression.html#E2006-tfidf</a></p>
<h1 id="prerequisite">Prerequisite</h1>
<ul>
<li><a href="https://github.com/myui/hivemall/tree/master/target/hivemall.jar" target="_blank">hivemall.jar</a></li>
@@ -1695,6 +1713,10 @@ source /home/myui/tmp/define-all.hive;
CLUSTER <span class="hljs-keyword">BY</span> <span class="hljs-keyword">rand</span>(${<span class="hljs-keyword">seed</span>});
<span class="hljs-comment">-- set mapred.reduce.tasks=-1;</span>
</code></pre>
+<p><div id="page-footer"><hr><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>
@@ -1728,7 +1750,7 @@ CLUSTER <span class="hljs-keyword">BY</span> <span class="hljs-keyword">rand</sp
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/regression/kddcup12tr2.html
----------------------------------------------------------------------
diff --git a/userguide/regression/kddcup12tr2.html b/userguide/regression/kddcup12tr2.html
index 6be1ece..c06afa7 100644
--- a/userguide/regression/kddcup12tr2.html
+++ b/userguide/regression/kddcup12tr2.html
@@ -1631,7 +1631,29 @@
<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><div id="page-footer"><hr><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>
@@ -1664,7 +1686,7 @@
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/regression/kddcup12tr2_adagrad.html
----------------------------------------------------------------------
diff --git a/userguide/regression/kddcup12tr2_adagrad.html b/userguide/regression/kddcup12tr2_adagrad.html
index a873493..ff3380e 100644
--- a/userguide/regression/kddcup12tr2_adagrad.html
+++ b/userguide/regression/kddcup12tr2_adagrad.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p><em>Note adagrad/adadelta is supported from hivemall v0.3b2 or later (or in the master branch).</em></p>
+ <!--
+ 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><em>Note adagrad/adadelta is supported from hivemall v0.3b2 or later (or in the master branch).</em></p>
<h1 id="preparation">Preparation</h1>
<pre><code class="lang-sql">add jar ./tmp/hivemall-with-dependencies.jar;
source ./tmp/define-all.hive;
@@ -1729,7 +1747,11 @@ pypy scoreKDD.py KDD_Track2_solution.csv adadelta_predict.submit
<blockquote>
<p>AUC(SGD) : 0.739351</p>
<p>AUC(ADAGRAD) : 0.743279</p>
-<p>AUC(AdaDelta) : 0.746878</p>
+<p>AUC(AdaDelta) : 0.746878
+<div id="page-footer"><hr><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>
</blockquote>
@@ -1764,7 +1786,7 @@ pypy scoreKDD.py KDD_Track2_solution.csv adadelta_predict.submit
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/regression/kddcup12tr2_dataset.html
----------------------------------------------------------------------
diff --git a/userguide/regression/kddcup12tr2_dataset.html b/userguide/regression/kddcup12tr2_dataset.html
index 89feae3..2b41f43 100644
--- a/userguide/regression/kddcup12tr2_dataset.html
+++ b/userguide/regression/kddcup12tr2_dataset.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>The task is predicting the click through rate (CTR) of advertisement, meaning that we are to predict the probability of each ad being clicked.
+ <!--
+ 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>The task is predicting the click through rate (CTR) of advertisement, meaning that we are to predict the probability of each ad being clicked.
<a href="http://www.kddcup2012.org/c/kddcup2012-track2" target="_blank">http://www.kddcup2012.org/c/kddcup2012-track2</a></p>
<hr>
<p><strong>Dataset</strong> </p>
@@ -1879,7 +1897,11 @@ CLUSTER <span class="hljs-keyword">BY</span> <span class="hljs-keyword">rand</sp
testing2
LATERAL <span class="hljs-keyword">VIEW</span> explode(features) t <span class="hljs-keyword">AS</span> feature;
</code></pre>
-<p><em>Caution: We recommend you to set "mapred.reduce.tasks" in the above example to partition the training_orcfile table into pieces.</em></p>
+<p><em>Caution: We recommend you to set "mapred.reduce.tasks" in the above example to partition the training_orcfile table into pieces.</em>
+<div id="page-footer"><hr><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>
@@ -1913,7 +1935,7 @@ CLUSTER <span class="hljs-keyword">BY</span> <span class="hljs-keyword">rand</sp
<script>
var gitbook = gitbook || [];
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/userguide/regression/kddcup12tr2_lr.html
----------------------------------------------------------------------
diff --git a/userguide/regression/kddcup12tr2_lr.html b/userguide/regression/kddcup12tr2_lr.html
index 87dc214..40a54ea 100644
--- a/userguide/regression/kddcup12tr2_lr.html
+++ b/userguide/regression/kddcup12tr2_lr.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>The task is predicting the click through rate (CTR) of advertisement, meaning that we are to predict the probability of each ad being clicked.<br><a href="http://www.kddcup2012.org/c/kddcup2012-track2" target="_blank">http://www.kddcup2012.org/c/kddcup2012-track2</a></p>
+ <!--
+ 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>The task is predicting the click through rate (CTR) of advertisement, meaning that we are to predict the probability of each ad being clicked.<br><a href="http://www.kddcup2012.org/c/kddcup2012-track2" target="_blank">http://www.kddcup2012.org/c/kddcup2012-track2</a></p>
<p><em>Caution: This example just shows a baseline result. Use token tables and amplifier to get better AUC score.</em></p>
<hr>
<h1 id="logistic-regression">Logistic Regression</h1>
@@ -1781,6 +1799,10 @@ pypy scoreKDD.py KDD_Track2_solution.csv pa_predict.submit
</tr>
</tbody>
</table>
+<p><div id="page-footer"><hr><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>
@@ -1814,7 +1836,7 @@ pypy scoreKDD.py KDD_Track2_solution.csv pa_predict.submit
<script>
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diff --git a/userguide/regression/kddcup12tr2_lr_amplify.html b/userguide/regression/kddcup12tr2_lr_amplify.html
index e019652..ef32b5d 100644
--- a/userguide/regression/kddcup12tr2_lr_amplify.html
+++ b/userguide/regression/kddcup12tr2_lr_amplify.html
@@ -1631,7 +1631,25 @@
<section class="normal markdown-section">
- <p>This article explains <em>amplify</em> technique that is useful for improving prediction score.</p>
+ <!--
+ 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>This article explains <em>amplify</em> technique that is useful for improving prediction score.</p>
<p>Iterations are mandatory in machine learning (e.g., in <a href="http://en.wikipedia.org/wiki/Stochastic_gradient_descent" target="_blank">stochastic gradient descent</a>) to get good prediction models. However, MapReduce is known to be not suited for iterative algorithms because IN/OUT of each MapReduce job is through HDFS.</p>
<p>In this example, we show how Hivemall deals with this problem. We use <a href="https://github.com/myui/hivemall/wiki/KDDCup-2012-track-2-CTR-prediction-dataset" target="_blank">KDD Cup 2012, Track 2 Task</a> as an example.</p>
<p><strong>WARNING</strong>: rand_amplify() is supported in v0.2-beta1 and later.</p>
@@ -1670,14 +1688,13 @@ So, we recommend users to use an amplified view for training as follows:</p>
) t
<span class="hljs-keyword">group</span> <span class="hljs-keyword">by</span> feature;
</code></pre>
-<p>The above query is executed by 2 MapReduce jobs as shown below:
-<img src="https://dl.dropboxusercontent.com/u/13123103/hivemall/amplify.png" alt="amplifier">
-<a href="https://dl.dropboxusercontent.com/u/13123103/hivemall/amplify_plan.txt" target="_blank">Here</a> is the actual plan generated by the Hive.</p>
+<p>The above query is executed by 2 MapReduce jobs as shown below:</p>
+<p><img src="../resources/images/amplify.png" alt="amplifier"></p>
<p>Using <em>trainning_x3</em> instead of the plain training table results in higher and better AUC (0.746214) in <a href="https://github.com/myui/hivemall/wiki/KDDCup-2012-track-2-CTR-prediction-(regression\" target="_blank">this</a>) example.</p>
<p>A problem in amplify() is that the shuffle (copy) and merge phase of the stage 1 could become a bottleneck.
When the training table is so large that involves 100 Map tasks, the merge operator needs to merge at least 100 files by (external) merge sort! </p>
<p>Note that the actual bottleneck is not M/R iterations but shuffling training instance. Iteration without shuffling (as in <a href="http://spark.incubator.apache.org/examples.html" target="_blank">the Spark example</a>) causes very slow convergence and results in requiring more iterations. Shuffling cannot be avoided even in iterative MapReduce variants.</p>
-<p><img src="https://dl.dropboxusercontent.com/u/13123103/hivemall/amplify_elapsed.png" alt="amplify elapsed"></p>
+<p><img src="../resources/images/amplify_elapsed.png" alt="amplify elapsed"></p>
<hr>
<h1 id="amplify-and-shuffle-training-examples-in-each-map-task">Amplify and shuffle training examples in each Map task</h1>
<p>To deal with large training data, Hivemall provides <strong>rand_amplify</strong> UDTF that randomly shuffles input rows in a Map task.
@@ -1692,10 +1709,10 @@ The rand_amplify UDTF outputs rows in a random order when the local buffer speci
<span class="hljs-keyword">from</span>
training_orcfile;
</code></pre>
-<p>The training query is executed as follows:
-<img src="https://dl.dropboxusercontent.com/u/13123103/hivemall/randamplify.png" alt="Random amplify"><br><a href="https://dl.dropboxusercontent.com/u/13123103/hivemall/randamplify_plan.txt" target="_blank">Here</a> is the actual query plan.</p>
+<p>The training query is executed as follows:</p>
+<p><img src="../resources/images/randamplify.png" alt="Random amplify"></p>
<p>The map-local multiplication and shuffling has no bottleneck in the merge phase and the query is efficiently executed within a single MapReduce job.</p>
-<p><img src="https://dl.dropboxusercontent.com/u/13123103/hivemall/randamplify_elapsed.png" alt="rand_amplify elapsed "></p>
+<p><img src="../resources/images/randamplify_elapsed.png" alt="rand_amplify elapsed"></p>
<p>Using <em>rand_amplify</em> results in a better AUC (0.743392) in <a href="https://github.com/myui/hivemall/wiki/KDDCup-2012-track-2-CTR-prediction-(regression\" target="_blank">this</a>) example.</p>
<hr>
<h1 id="conclusion">Conclusion</h1>
@@ -1726,6 +1743,10 @@ The rand_amplify UDTF outputs rows in a random order when the local buffer speci
</tr>
</tbody>
</table>
+<p><div id="page-footer"><hr><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>
@@ -1759,7 +1780,7 @@ The rand_amplify UDTF outputs rows in a random order when the local buffer speci
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[11/12] incubator-hivemall-site git commit: added footers in the user
guide
Posted by my...@apache.org.
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/70615026/dependency-convergence.html
----------------------------------------------------------------------
diff --git a/dependency-convergence.html b/dependency-convergence.html
index 0fef039..1eb7730 100644
--- a/dependency-convergence.html
+++ b/dependency-convergence.html
@@ -7,7 +7,7 @@
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
- <meta name="Date-Revision-yyyymmdd" content="20161023" />
+ <meta name="Date-Revision-yyyymmdd" content="20161114" />
<meta http-equiv="Content-Language" content="en" />
<title>Apache Hivemall – Reactor Dependency Convergence</title>
<link rel="stylesheet" href="./css/apache-maven-fluido-1.5.min.css" />
@@ -59,6 +59,9 @@
<li> <a href="poweredby.html" title="Powered By">Powered By</a>
</li>
+
+ <li> <a href="http://incubator.apache.org/projects/hivemall.html" title="Incubation Status">Incubation Status</a>
+</li>
</ul>
</li>
<li class="dropdown">
@@ -149,7 +152,7 @@
<div id="breadcrumbs">
<ul class="breadcrumb">
- <li id="publishDate">Last Published: 2016-10-23
+ <li id="publishDate">Last Published: 2016-11-14
<span class="divider">|</span>
</li>
<li id="projectVersion">Version: 0.4.2-rc.2
@@ -177,13 +180,13 @@
</caption>
<tr class="b">
<th>Number of modules:</th>
-<td>4</td></tr>
+<td>5</td></tr>
<tr class="a">
<th>Number of dependencies (NOD):</th>
-<td>110</td></tr>
+<td>114</td></tr>
<tr class="b">
<th>Number of unique artifacts (NOA):</th>
-<td>139</td></tr>
+<td>145</td></tr>
<tr class="a">
<th>Number of version-conflicting artifacts (NOC):</th>
<td>17</td></tr>
@@ -192,7 +195,7 @@
<td>0</td></tr>
<tr class="a">
<th>Convergence (NOD/NOA):</th>
-<td><img alt="[Error]" src="images/icon_error_sml.gif" /> <b>79 %</b></td></tr>
+<td><img alt="[Error]" src="images/icon_error_sml.gif" /> <b>78 %</b></td></tr>
<tr class="b">
<th>Ready for release (100% convergence and no SNAPSHOTS):</th>
<td><img alt="[Error]" src="images/icon_error_sml.gif" /> <b>Error</b><br />You do not have 100% convergence.</td></tr></table></div>
@@ -211,14 +214,16 @@
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- com.sun.jersey:jersey-server:jar:1.8:provided<br />      \- (asm:asm:jar:3.1:provided - omitted for conflict with 3.2)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- com.sun.jersey:jersey-server:jar:1.8:provided<br />      \- (asm:asm:jar:3.1:provided - omitted for conflict with 3.2)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- com.sun.jersey:jersey-server:jar:1.8:provided<br />      \- (asm:asm:jar:3.1:provided - omitted for conflict with 3.2)<br /></li><br /></ol></td></tr>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- com.sun.jersey:jersey-server:jar:1.8:provided<br />      \- (asm:asm:jar:3.1:provided - omitted for conflict with 3.2)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- com.sun.jersey:jersey-server:jar:1.8:provided<br />      \- (asm:asm:jar:3.1:provided - omitted for conflict with 3.2)<br /></li><br /></ol></td></tr>
<tr class="a">
<td width="25%">3.2</td>
<td>
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- asm:asm:jar:3.2:provided<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- asm:asm:jar:3.2:provided<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- asm:asm:jar:3.2:provided<br /></li><br /></ol></td></tr></table></td></tr></table></div>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- asm:asm:jar:3.2:provided<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- asm:asm:jar:3.2:provided<br /></li><br /></ol></td></tr></table></td></tr></table></div>
<div class="section">
<h4><a name="com.google.guava:guava"></a>com.google.guava:guava</h4>
<table border="0" class="table table-striped">
@@ -232,14 +237,16 @@
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  \- com.google.guava:guava:jar:11.0.2:provided<br />   \- org.apache.hive:hive-shims:jar:0.13.0:provided<br />      \- org.apache.hive.shims:hive-shims-common:jar:0.13.0:provided<br />         \- (com.google.guava:guava:jar:11.0.2:provided - omitted for duplicate)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  \- com.google.guava:guava:jar:11.0.2:provided<br />   \- org.apache.hive:hive-shims:jar:0.13.0:provided<br />      \- org.apache.hive.shims:hive-shims-common:jar:0.13.0:provided<br />         \- (com.google.guava:guava:jar:11.0.2:provided - omitted for duplicate)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  \- com.google.guava:guava:jar:11.0.2:provided<br />   \- org.apache.hive:hive-shims:jar:0.13.0:provided<br />      \- org.apache.hive.shims:hive-shims-common:jar:0.13.0:provided<br />         \- (com.google.guava:guava:jar:11.0.2:provided - omitted for duplicate)<br /></li><br /></ol></td></tr>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  \- com.google.guava:guava:jar:11.0.2:provided<br />   \- org.apache.hive:hive-shims:jar:0.13.0:provided<br />      \- org.apache.hive.shims:hive-shims-common:jar:0.13.0:provided<br />         \- (com.google.guava:guava:jar:11.0.2:provided - omitted for duplicate)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  \- com.google.guava:guava:jar:11.0.2:provided<br />   \- org.apache.hive:hive-shims:jar:0.13.0:provided<br />      \- org.apache.hive.shims:hive-shims-common:jar:0.13.0:provided<br />         \- (com.google.guava:guava:jar:11.0.2:provided - omitted for duplicate)<br /></li><br /></ol></td></tr>
<tr class="b">
<td width="25%">15.0</td>
<td>
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- com.jolbox:bonecp:jar:0.8.0.RELEASE:provided<br />         \- (com.google.guava:guava:jar:15.0:provided - omitted for conflict with 11.0.2)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- com.jolbox:bonecp:jar:0.8.0.RELEASE:provided<br />         \- (com.google.guava:guava:jar:15.0:provided - omitted for conflict with 11.0.2)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- com.jolbox:bonecp:jar:0.8.0.RELEASE:provided<br />         \- (com.google.guava:guava:jar:15.0:provided - omitted for conflict with 11.0.2)<br /></li><br /></ol></td></tr></table></td></tr></table></div>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- com.jolbox:bonecp:jar:0.8.0.RELEASE:provided<br />         \- (com.google.guava:guava:jar:15.0:provided - omitted for conflict with 11.0.2)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- com.jolbox:bonecp:jar:0.8.0.RELEASE:provided<br />         \- (com.google.guava:guava:jar:15.0:provided - omitted for conflict with 11.0.2)<br /></li><br /></ol></td></tr></table></td></tr></table></div>
<div class="section">
<h4><a name="commons-codec:commons-codec"></a>commons-codec:commons-codec</h4>
<table border="0" class="table table-striped">
@@ -253,21 +260,24 @@
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- commons-httpclient:commons-httpclient:jar:3.1:provided<br />      \- (commons-codec:commons-codec:jar:1.2:provided - omitted for conflict with 1.4)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- commons-httpclient:commons-httpclient:jar:3.1:provided<br />      \- (commons-codec:commons-codec:jar:1.2:provided - omitted for conflict with 1.4)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- commons-httpclient:commons-httpclient:jar:3.1:provided<br />      \- (commons-codec:commons-codec:jar:1.2:provided - omitted for conflict with 1.4)<br /></li><br /></ol></td></tr>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- commons-httpclient:commons-httpclient:jar:3.1:provided<br />      \- (commons-codec:commons-codec:jar:1.2:provided - omitted for conflict with 1.4)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- commons-httpclient:commons-httpclient:jar:3.1:provided<br />      \- (commons-codec:commons-codec:jar:1.2:provided - omitted for conflict with 1.4)<br /></li><br /></ol></td></tr>
<tr class="a">
<td width="25%">1.3</td>
<td>
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- net.java.dev.jets3t:jets3t:jar:0.6.1:provided<br />      \- (commons-codec:commons-codec:jar:1.3:provided - omitted for conflict with 1.4)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- net.java.dev.jets3t:jets3t:jar:0.6.1:provided<br />      \- (commons-codec:commons-codec:jar:1.3:provided - omitted for conflict with 1.4)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- net.java.dev.jets3t:jets3t:jar:0.6.1:provided<br />      \- (commons-codec:commons-codec:jar:1.3:provided - omitted for conflict with 1.4)<br /></li><br /></ol></td></tr>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- net.java.dev.jets3t:jets3t:jar:0.6.1:provided<br />      \- (commons-codec:commons-codec:jar:1.3:provided - omitted for conflict with 1.4)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- net.java.dev.jets3t:jets3t:jar:0.6.1:provided<br />      \- (commons-codec:commons-codec:jar:1.3:provided - omitted for conflict with 1.4)<br /></li><br /></ol></td></tr>
<tr class="b">
<td width="25%">1.4</td>
<td>
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />+- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />|  \- commons-codec:commons-codec:jar:1.4:provided<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  +- org.apache.hive:hive-serde:jar:0.13.0:provided<br />   |  |  \- (commons-codec:commons-codec:jar:1.4:provided - omitted for duplicate)<br />   |  \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />   |     \- org.apache.httpcomponents:httpclient:jar:4.1.3:provided<br />   |        \- (commons-codec:commons-codec:jar:1.4:provided - omitted for duplicate)<br />   +- org.apache.hive:hive-shims:jar:0.13.0:provided<br /> 
;  |  \- org.apache.hive.shims:hive-shims-common-secure:jar:0.13.0:provided<br />   |     \- (commons-codec:commons-codec:jar:1.4:provided - omitted for duplicate)<br />   \- (commons-codec:commons-codec:jar:1.4:provided - omitted for duplicate)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />+- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />|  \- commons-codec:commons-codec:jar:1.4:provided<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  +- org.apache.hive:hive-serde:jar:0.13.0:provided<br />   |  |  \- (commons-codec:commons-codec:jar:1.4:provided - omitted for duplicate)<br />   |  \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />   |     \- org.apache.httpcomponents:httpclient:jar:4.1.3:provided<br />   |        \- (commons-codec:commons-codec:jar:1.4:provided - omitted for duplicate)<br />   +- org.apache.hive:hive-shims:jar:0.13.0:provided<br />&#
160;  |  \- org.apache.hive.shims:hive-shims-common-secure:jar:0.13.0:provided<br />   |     \- (commons-codec:commons-codec:jar:1.4:provided - omitted for duplicate)<br />   \- (commons-codec:commons-codec:jar:1.4:provided - omitted for duplicate)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />+- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />|  \- commons-codec:commons-codec:jar:1.4:provided<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  +- org.apache.hive:hive-serde:jar:0.13.0:provided<br />   |  |  \- (commons-codec:commons-codec:jar:1.4:provided - omitted for duplicate)<br />   |  \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />   |     \- org.apache.httpcomponents:httpclient:jar:4.1.3:provided<br />   |        \- (commons-codec:commons-codec:jar:1.4:provided - omitted for duplicate)<br />   +- org.apache.hive:hive-shims:jar:0.13.0:provided<br /> 
  |  \- org.apache.hive.shims:hive-shims-common-secure:jar:0.13.0:provided<br />   |     \- (commons-codec:commons-codec:jar:1.4:provided - omitted for duplicate)<br />   \- (commons-codec:commons-codec:jar:1.4:provided - omitted for duplicate)<br /></li><br /></ol></td></tr></table></td></tr></table></div>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />+- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />|  \- commons-codec:commons-codec:jar:1.4:provided<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  +- org.apache.hive:hive-serde:jar:0.13.0:provided<br />   |  |  \- (commons-codec:commons-codec:jar:1.4:provided - omitted for duplicate)<br />   |  \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />   |     \- org.apache.httpcomponents:httpclient:jar:4.1.3:provided<br />   |        \- (commons-codec:commons-codec:jar:1.4:provided - omitted for duplicate)<br />   +- org.apache.hive:hive-shims:jar:0.13.0:provided<br /> 
  |  \- org.apache.hive.shims:hive-shims-common-secure:jar:0.13.0:provided<br />   |     \- (commons-codec:commons-codec:jar:1.4:provided - omitted for duplicate)<br />   \- (commons-codec:commons-codec:jar:1.4:provided - omitted for duplicate)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />+- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />|  \- commons-codec:commons-codec:jar:1.4:provided<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  +- org.apache.hive:hive-serde:jar:0.13.0:provided<br />   |  |  \- (commons-codec:commons-codec:jar:1.4:provided - omitted for duplicate)<br />   |  \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />   |     \- org.apache.httpcomponents:httpclient:jar:4.1.3:provided<br />   |        \- (commons-codec:commons-codec:jar:1.4:provided - omitted for duplicate)<br />   +- org.apache.hive:hive-shims:jar:0.13.0:provided<br />&#
160;  |  \- org.apache.hive.shims:hive-shims-common-secure:jar:0.13.0:provided<br />   |     \- (commons-codec:commons-codec:jar:1.4:provided - omitted for duplicate)<br />   \- (commons-codec:commons-codec:jar:1.4:provided - omitted for duplicate)<br /></li><br /></ol></td></tr></table></td></tr></table></div>
<div class="section">
<h4><a name="commons-httpclient:commons-httpclient"></a>commons-httpclient:commons-httpclient</h4>
<table border="0" class="table table-striped">
@@ -281,14 +291,16 @@
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- (commons-httpclient:commons-httpclient:jar:3.0.1:provided - omitted for conflict with 3.1)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- (commons-httpclient:commons-httpclient:jar:3.0.1:provided - omitted for conflict with 3.1)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- (commons-httpclient:commons-httpclient:jar:3.0.1:provided - omitted for conflict with 3.1)<br /></li><br /></ol></td></tr>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- (commons-httpclient:commons-httpclient:jar:3.0.1:provided - omitted for conflict with 3.1)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- (commons-httpclient:commons-httpclient:jar:3.0.1:provided - omitted for conflict with 3.1)<br /></li><br /></ol></td></tr>
<tr class="a">
<td width="25%">3.1</td>
<td>
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   +- commons-httpclient:commons-httpclient:jar:3.1:provided<br />   \- net.java.dev.jets3t:jets3t:jar:0.6.1:provided<br />      \- (commons-httpclient:commons-httpclient:jar:3.1:provided - omitted for duplicate)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   +- commons-httpclient:commons-httpclient:jar:3.1:provided<br />   \- net.java.dev.jets3t:jets3t:jar:0.6.1:provided<br />      \- (commons-httpclient:commons-httpclient:jar:3.1:provided - omitted for duplicate)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   +- commons-httpclient:commons-httpclient:jar:3.1:provided<br />   \- net.java.dev.jets3t:jets3t:jar:0.6.1:provided<br />      \- (commons-httpclient:commons-httpclient:jar:3.1:provided - omitted for duplicate)<br /></li><br /></ol></td></tr></table></td></tr></table></div>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   +- commons-httpclient:commons-httpclient:jar:3.1:provided<br />   \- net.java.dev.jets3t:jets3t:jar:0.6.1:provided<br />      \- (commons-httpclient:commons-httpclient:jar:3.1:provided - omitted for duplicate)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   +- commons-httpclient:commons-httpclient:jar:3.1:provided<br />   \- net.java.dev.jets3t:jets3t:jar:0.6.1:provided<br />      \- (commons-httpclient:commons-httpclient:jar:3.1:provided - omitted for duplicate)<br /></li><br /></ol></td></tr></table></td></tr></table></div>
<div class="section">
<h4><a name="commons-io:commons-io"></a>commons-io:commons-io</h4>
<table border="0" class="table table-striped">
@@ -302,14 +314,16 @@
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- commons-io:commons-io:jar:2.1:provided<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- commons-io:commons-io:jar:2.1:provided<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- commons-io:commons-io:jar:2.1:provided<br /></li><br /></ol></td></tr>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- commons-io:commons-io:jar:2.1:provided<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- commons-io:commons-io:jar:2.1:provided<br /></li><br /></ol></td></tr>
<tr class="b">
<td width="25%">2.4</td>
<td>
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- (commons-io:commons-io:jar:2.4:provided - omitted for conflict with 2.1)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- (commons-io:commons-io:jar:2.4:provided - omitted for conflict with 2.1)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- (commons-io:commons-io:jar:2.4:provided - omitted for conflict with 2.1)<br /></li><br /></ol></td></tr></table></td></tr></table></div>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- (commons-io:commons-io:jar:2.4:provided - omitted for conflict with 2.1)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- (commons-io:commons-io:jar:2.4:provided - omitted for conflict with 2.1)<br /></li><br /></ol></td></tr></table></td></tr></table></div>
<div class="section">
<h4><a name="commons-lang:commons-lang"></a>commons-lang:commons-lang</h4>
<table border="0" class="table table-striped">
@@ -323,21 +337,24 @@
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-ant:jar:0.13.0:provided<br />      \- org.apache.velocity:velocity:jar:1.5:provided<br />         \- (commons-lang:commons-lang:jar:2.1:provided - omitted for conflict with 2.4)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-ant:jar:0.13.0:provided<br />      \- org.apache.velocity:velocity:jar:1.5:provided<br />         \- (commons-lang:commons-lang:jar:2.1:provided - omitted for conflict with 2.4)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-ant:jar:0.13.0:provided<br />      \- org.apache.velocity:velocity:jar:1.5:provided<br />         \- (commons-lang:commons-lang:jar:2.1:provided - omitted for conflict with 2.4)<br /></li><br /></ol></td></tr>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-ant:jar:0.13.0:provided<br />      \- org.apache.velocity:velocity:jar:1.5:provided<br />         \- (commons-lang:commons-lang:jar:2.1:provided - omitted for conflict with 2.4)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-ant:jar:0.13.0:provided<br />      \- org.apache.velocity:velocity:jar:1.5:provided<br />         \- (commons-lang:commons-lang:jar:2.1:provided - omitted for conflict with 2.4)<br /></li><br /></ol></td></tr>
<tr class="a">
<td width="25%">2.4</td>
<td>
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-ant:jar:0.13.0:provided<br />   |  \- commons-lang:commons-lang:jar:2.4:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  +- org.apache.hive:hive-serde:jar:0.13.0:provided<br />   |  |  +- org.apache.hive:hive-common:jar:0.13.0:provided<br />   |  |  |  \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br />   |  |  \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br />   |  \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br />   \- org.apache.hive:hive-shims:jar:0.13.0:pr
ovided<br />      +- org.apache.hive.shims:hive-shims-common-secure:jar:0.13.0:provided<br />      |  \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br />      \- org.apache.hive.shims:hive-shims-0.23:jar:0.13.0:provided<br />         \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-ant:jar:0.13.0:provided<br />   |  \- commons-lang:commons-lang:jar:2.4:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  +- org.apache.hive:hive-serde:jar:0.13.0:provided<br />   |  |  +- org.apache.hive:hive-common:jar:0.13.0:provided<br />   |  |  |  \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br />   |  |  \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br />   |  \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br />   \- org.apache.hive:hive-shims:jar:0.13.0
:provided<br />      +- org.apache.hive.shims:hive-shims-common-secure:jar:0.13.0:provided<br />      |  \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br />      \- org.apache.hive.shims:hive-shims-0.23:jar:0.13.0:provided<br />         \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-ant:jar:0.13.0:provided<br />   |  \- commons-lang:commons-lang:jar:2.4:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  +- org.apache.hive:hive-serde:jar:0.13.0:provided<br />   |  |  +- org.apache.hive:hive-common:jar:0.13.0:provided<br />   |  |  |  \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br />   |  |  \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br />   |  \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br />   \- org.apache.hive:hive-shims:jar:0.13.0:pro
vided<br />      +- org.apache.hive.shims:hive-shims-common-secure:jar:0.13.0:provided<br />      |  \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br />      \- org.apache.hive.shims:hive-shims-0.23:jar:0.13.0:provided<br />         \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br /></li><br /></ol></td></tr>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-ant:jar:0.13.0:provided<br />   |  \- commons-lang:commons-lang:jar:2.4:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  +- org.apache.hive:hive-serde:jar:0.13.0:provided<br />   |  |  +- org.apache.hive:hive-common:jar:0.13.0:provided<br />   |  |  |  \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br />   |  |  \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br />   |  \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br />   \- org.apache.hive:hive-shims:jar:0.13.0:pro
vided<br />      +- org.apache.hive.shims:hive-shims-common-secure:jar:0.13.0:provided<br />      |  \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br />      \- org.apache.hive.shims:hive-shims-0.23:jar:0.13.0:provided<br />         \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-ant:jar:0.13.0:provided<br />   |  \- commons-lang:commons-lang:jar:2.4:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  +- org.apache.hive:hive-serde:jar:0.13.0:provided<br />   |  |  +- org.apache.hive:hive-common:jar:0.13.0:provided<br />   |  |  |  \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br />   |  |  \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br />   |  \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br />   \- org.apache.hive:hive-shims:jar:0.13.0
:provided<br />      +- org.apache.hive.shims:hive-shims-common-secure:jar:0.13.0:provided<br />      |  \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br />      \- org.apache.hive.shims:hive-shims-0.23:jar:0.13.0:provided<br />         \- (commons-lang:commons-lang:jar:2.4:provided - omitted for duplicate)<br /></li><br /></ol></td></tr>
<tr class="b">
<td width="25%">2.5</td>
<td>
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />         \- (commons-lang:commons-lang:jar:2.5:provided - omitted for conflict with 2.4)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />         \- (commons-lang:commons-lang:jar:2.5:provided - omitted for conflict with 2.4)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />         \- (commons-lang:commons-lang:jar:2.5:provided - omitted for conflict with 2.4)<br /></li><br /></ol></td></tr></table></td></tr></table></div>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />         \- (commons-lang:commons-lang:jar:2.5:provided - omitted for conflict with 2.4)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />         \- (commons-lang:commons-lang:jar:2.5:provided - omitted for conflict with 2.4)<br /></li><br /></ol></td></tr></table></td></tr></table></div>
<div class="section">
<h4><a name="commons-logging:commons-logging"></a>commons-logging:commons-logging</h4>
<table border="0" class="table table-striped">
@@ -351,28 +368,32 @@
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- commons-el:commons-el:jar:1.0:provided<br />      \- (commons-logging:commons-logging:jar:1.0.3:provided - omitted for conflict with 1.0.4)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- commons-el:commons-el:jar:1.0:provided<br />      \- (commons-logging:commons-logging:jar:1.0.3:provided - omitted for conflict with 1.0.4)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- commons-el:commons-el:jar:1.0:provided<br />      \- (commons-logging:commons-logging:jar:1.0.3:provided - omitted for conflict with 1.0.4)<br /></li><br /></ol></td></tr>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- commons-el:commons-el:jar:1.0:provided<br />      \- (commons-logging:commons-logging:jar:1.0.3:provided - omitted for conflict with 1.0.4)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- commons-el:commons-el:jar:1.0:provided<br />      \- (commons-logging:commons-logging:jar:1.0.3:provided - omitted for conflict with 1.0.4)<br /></li><br /></ol></td></tr>
<tr class="a">
<td width="25%">1.0.4</td>
<td>
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />+- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />|  \- commons-httpclient:commons-httpclient:jar:3.1:provided<br />|     \- (commons-logging:commons-logging:jar:1.0.4:provided - omitted for conflict with 1.1.3)<br />\- commons-logging:commons-logging:jar:1.0.4:provided<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />+- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />|  \- commons-httpclient:commons-httpclient:jar:3.1:provided<br />|     \- (commons-logging:commons-logging:jar:1.0.4:provided - omitted for conflict with 1.1.3)<br />\- commons-logging:commons-logging:jar:1.0.4:compile<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />+- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />|  \- commons-httpclient:commons-httpclient:jar:3.1:provided<br />|     \- (commons-logging:commons-logging:jar:1.0.4:provided - omitted for conflict with 1.1.3)<br />\- commons-logging:commons-logging:jar:1.0.4:provided<br /></li><br /></ol></td></tr>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />+- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />|  \- commons-httpclient:commons-httpclient:jar:3.1:provided<br />|     \- (commons-logging:commons-logging:jar:1.0.4:provided - omitted for conflict with 1.1.3)<br />\- commons-logging:commons-logging:jar:1.0.4:provided<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />+- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />|  \- commons-httpclient:commons-httpclient:jar:3.1:provided<br />|     \- (commons-logging:commons-logging:jar:1.0.4:provided - omitted for conflict with 1.1.3)<br />\- commons-logging:commons-logging:jar:1.0.4:provided<br /></li><br /></ol></td></tr>
<tr class="b">
<td width="25%">1.1.1</td>
<td>
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />+- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />|  \- net.java.dev.jets3t:jets3t:jar:0.6.1:provided<br />|     \- (commons-logging:commons-logging:jar:1.1.1:provided - omitted for conflict with 1.0.4)<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />         \- org.apache.httpcomponents:httpclient:jar:4.1.3:provided<br />            \- (commons-logging:commons-logging:jar:1.1.1:provided - omitted for conflict with 1.0.4)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />+- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />|  \- net.java.dev.jets3t:jets3t:jar:0.6.1:provided<br />|     \- (commons-logging:commons-logging:jar:1.1.1:provided - omitted for conflict with 1.0.4)<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />         \- org.apache.httpcomponents:httpclient:jar:4.1.3:provided<br />            \- (commons-logging:commons-logging:jar:1.1.1:provided - omitted for conflict with 1.0.4)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />+- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />|  \- net.java.dev.jets3t:jets3t:jar:0.6.1:provided<br />|     \- (commons-logging:commons-logging:jar:1.1.1:provided - omitted for conflict with 1.0.4)<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />         \- org.apache.httpcomponents:httpclient:jar:4.1.3:provided<br />            \- (commons-logging:commons-logging:jar:1.1.1:provided - omitted for conflict with 1.0.4)<br /></li><br /></ol></td></tr>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />+- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />|  \- net.java.dev.jets3t:jets3t:jar:0.6.1:provided<br />|     \- (commons-logging:commons-logging:jar:1.1.1:provided - omitted for conflict with 1.0.4)<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />         \- org.apache.httpcomponents:httpclient:jar:4.1.3:provided<br />            \- (commons-logging:commons-logging:jar:1.1.1:provided - omitted for conflict with 1.0.4)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />+- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />|  \- net.java.dev.jets3t:jets3t:jar:0.6.1:provided<br />|     \- (commons-logging:commons-logging:jar:1.1.1:provided - omitted for conflict with 1.0.4)<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />         \- org.apache.httpcomponents:httpclient:jar:4.1.3:provided<br />            \- (commons-logging:commons-logging:jar:1.1.1:provided - omitted for conflict with 1.0.4)<br /></li><br /></ol></td></tr>
<tr class="a">
<td width="25%">1.1.3</td>
<td>
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  +- org.apache.hive:hive-serde:jar:0.13.0:provided<br />   |  |  +- org.apache.hive:hive-common:jar:0.13.0:provided<br />   |  |  |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   |  |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   +- org.apache.hive:hive-shims:jar:0.13.0:provided<br />   |  +- org.apache.hive.shims:hive-shims-common:jar:0.13.0:provide
d<br />   |  |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   |  +- org.apache.hive.shims:hive-shims-common-secure:jar:0.13.0:provided<br />   |  |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   |  \- org.apache.hive.shims:hive-shims-0.23:jar:0.13.0:provided<br />   |     \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  +- org.apache.hive:hive-serde:jar:0.13.0:provided<br />   |  |  +- org.apache.hive:hive-common:jar:0.13.0:provided<br />   |  |  |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   |  |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   +- org.apache.hive:hive-shims:jar:0.13.0:provided<br />   |  +- org.apache.hive.shims:hive-shims-common:jar:0.13.0:prov
ided<br />   |  |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   |  +- org.apache.hive.shims:hive-shims-common-secure:jar:0.13.0:provided<br />   |  |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   |  \- org.apache.hive.shims:hive-shims-0.23:jar:0.13.0:provided<br />   |     \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  +- org.apache.hive:hive-serde:jar:0.13.0:provided<br />   |  |  +- org.apache.hive:hive-common:jar:0.13.0:provided<br />   |  |  |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   |  |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   +- org.apache.hive:hive-shims:jar:0.13.0:provided<br />   |  +- org.apache.hive.shims:hive-shims-common:jar:0.13.0:provided
<br />   |  |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   |  +- org.apache.hive.shims:hive-shims-common-secure:jar:0.13.0:provided<br />   |  |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   |  \- org.apache.hive.shims:hive-shims-0.23:jar:0.13.0:provided<br />   |     \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br /></li><br /></ol></td></tr></table></td></tr></table></div>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  +- org.apache.hive:hive-serde:jar:0.13.0:provided<br />   |  |  +- org.apache.hive:hive-common:jar:0.13.0:provided<br />   |  |  |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   |  |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   +- org.apache.hive:hive-shims:jar:0.13.0:provided<br />   |  +- org.apache.hive.shims:hive-shims-common:jar:0.13.0:provided
<br />   |  |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   |  +- org.apache.hive.shims:hive-shims-common-secure:jar:0.13.0:provided<br />   |  |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   |  \- org.apache.hive.shims:hive-shims-0.23:jar:0.13.0:provided<br />   |     \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  +- org.apache.hive:hive-serde:jar:0.13.0:provided<br />   |  |  +- org.apache.hive:hive-common:jar:0.13.0:provided<br />   |  |  |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   |  |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   +- org.apache.hive:hive-shims:jar:0.13.0:provided<br />   |  +- org.apache.hive.shims:hive-shims-common:jar:0.13.0:prov
ided<br />   |  |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   |  +- org.apache.hive.shims:hive-shims-common-secure:jar:0.13.0:provided<br />   |  |  \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   |  \- org.apache.hive.shims:hive-shims-0.23:jar:0.13.0:provided<br />   |     \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br />   \- (commons-logging:commons-logging:jar:1.1.3:provided - omitted for conflict with 1.0.4)<br /></li><br /></ol></td></tr></table></td></tr></table></div>
<div class="section">
<h4><a name="javax.servlet:servlet-api"></a>javax.servlet:servlet-api</h4>
<table border="0" class="table table-striped">
@@ -386,14 +407,16 @@
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   +- tomcat:jasper-runtime:jar:5.5.23:provided<br />   |  \- (javax.servlet:servlet-api:jar:2.4:provided - omitted for conflict with 2.5)<br />   \- tomcat:jasper-compiler:jar:5.5.23:provided<br />      \- javax.servlet:jsp-api:jar:2.0:provided<br />         \- (javax.servlet:servlet-api:jar:2.4:provided - omitted for duplicate)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   +- tomcat:jasper-runtime:jar:5.5.23:provided<br />   |  \- (javax.servlet:servlet-api:jar:2.4:provided - omitted for conflict with 2.5)<br />   \- tomcat:jasper-compiler:jar:5.5.23:provided<br />      \- javax.servlet:jsp-api:jar:2.0:provided<br />         \- (javax.servlet:servlet-api:jar:2.4:provided - omitted for duplicate)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   +- tomcat:jasper-runtime:jar:5.5.23:provided<br />   |  \- (javax.servlet:servlet-api:jar:2.4:provided - omitted for conflict with 2.5)<br />   \- tomcat:jasper-compiler:jar:5.5.23:provided<br />      \- javax.servlet:jsp-api:jar:2.0:provided<br />         \- (javax.servlet:servlet-api:jar:2.4:provided - omitted for duplicate)<br /></li><br /></ol></td></tr>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   +- tomcat:jasper-runtime:jar:5.5.23:provided<br />   |  \- (javax.servlet:servlet-api:jar:2.4:provided - omitted for conflict with 2.5)<br />   \- tomcat:jasper-compiler:jar:5.5.23:provided<br />      \- javax.servlet:jsp-api:jar:2.0:provided<br />         \- (javax.servlet:servlet-api:jar:2.4:provided - omitted for duplicate)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   +- tomcat:jasper-runtime:jar:5.5.23:provided<br />   |  \- (javax.servlet:servlet-api:jar:2.4:provided - omitted for conflict with 2.5)<br />   \- tomcat:jasper-compiler:jar:5.5.23:provided<br />      \- javax.servlet:jsp-api:jar:2.0:provided<br />         \- (javax.servlet:servlet-api:jar:2.4:provided - omitted for duplicate)<br /></li><br /></ol></td></tr>
<tr class="b">
<td width="25%">2.5</td>
<td>
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- javax.servlet:servlet-api:jar:2.5:provided<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- javax.servlet:servlet-api:jar:2.5:provided<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- javax.servlet:servlet-api:jar:2.5:provided<br /></li><br /></ol></td></tr></table></td></tr></table></div>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- javax.servlet:servlet-api:jar:2.5:provided<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- javax.servlet:servlet-api:jar:2.5:provided<br /></li><br /></ol></td></tr></table></td></tr></table></div>
<div class="section">
<h4><a name="junit:junit"></a>junit:junit</h4>
<table border="0" class="table table-striped">
@@ -433,21 +456,24 @@
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />+- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />|  \- (log4j:log4j:jar:1.2.15:provided - omitted for conflict with 1.2.17)<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.zookeeper:zookeeper:jar:3.4.5:provided<br />      \- (log4j:log4j:jar:1.2.15:provided - omitted for duplicate)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />+- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />|  \- (log4j:log4j:jar:1.2.15:provided - omitted for conflict with 1.2.17)<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.zookeeper:zookeeper:jar:3.4.5:provided<br />      \- (log4j:log4j:jar:1.2.15:provided - omitted for duplicate)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />+- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />|  \- (log4j:log4j:jar:1.2.15:provided - omitted for conflict with 1.2.17)<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.zookeeper:zookeeper:jar:3.4.5:provided<br />      \- (log4j:log4j:jar:1.2.15:provided - omitted for duplicate)<br /></li><br /></ol></td></tr>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />+- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />|  \- (log4j:log4j:jar:1.2.15:provided - omitted for conflict with 1.2.17)<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.zookeeper:zookeeper:jar:3.4.5:provided<br />      \- (log4j:log4j:jar:1.2.15:provided - omitted for duplicate)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />+- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />|  \- (log4j:log4j:jar:1.2.15:provided - omitted for conflict with 1.2.17)<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.zookeeper:zookeeper:jar:3.4.5:provided<br />      \- (log4j:log4j:jar:1.2.15:provided - omitted for duplicate)<br /></li><br /></ol></td></tr>
<tr class="a">
<td width="25%">1.2.16</td>
<td>
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  \- org.apache.hive:hive-serde:jar:0.13.0:provided<br />   |     \- org.apache.hive:hive-common:jar:0.13.0:provided<br />   |        \- (log4j:log4j:jar:1.2.16:provided - omitted for conflict with 1.2.15)<br />   +- org.apache.hive:hive-shims:jar:0.13.0:provided<br />   |  \- org.apache.hive.shims:hive-shims-common:jar:0.13.0:provided<br />   |     \- (log4j:log4j:jar:1.2.16:provided - omitted for conflict with 1.2.15)<br />   \- (log4j:log4j:jar:1.2.16:provided - omitted for conflict with 1.2.15)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  \- org.apache.hive:hive-serde:jar:0.13.0:provided<br />   |     \- org.apache.hive:hive-common:jar:0.13.0:provided<br />   |        \- (log4j:log4j:jar:1.2.16:provided - omitted for conflict with 1.2.15)<br />   +- org.apache.hive:hive-shims:jar:0.13.0:provided<br />   |  \- org.apache.hive.shims:hive-shims-common:jar:0.13.0:provided<br />   |     \- (log4j:log4j:jar:1.2.16:provided - omitted for conflict with 1.2.15)<br />   \- (log4j:log4j:jar:1.2.16:provided - omitted for conflict with 1.2.15)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  \- org.apache.hive:hive-serde:jar:0.13.0:provided<br />   |     \- org.apache.hive:hive-common:jar:0.13.0:provided<br />   |        \- (log4j:log4j:jar:1.2.16:provided - omitted for conflict with 1.2.15)<br />   +- org.apache.hive:hive-shims:jar:0.13.0:provided<br />   |  \- org.apache.hive.shims:hive-shims-common:jar:0.13.0:provided<br />   |     \- (log4j:log4j:jar:1.2.16:provided - omitted for conflict with 1.2.15)<br />   \- (log4j:log4j:jar:1.2.16:provided - omitted for conflict with 1.2.15)<br /></li><br /></ol></td></tr>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  \- org.apache.hive:hive-serde:jar:0.13.0:provided<br />   |     \- org.apache.hive:hive-common:jar:0.13.0:provided<br />   |        \- (log4j:log4j:jar:1.2.16:provided - omitted for conflict with 1.2.15)<br />   +- org.apache.hive:hive-shims:jar:0.13.0:provided<br />   |  \- org.apache.hive.shims:hive-shims-common:jar:0.13.0:provided<br />   |     \- (log4j:log4j:jar:1.2.16:provided - omitted for conflict with 1.2.15)<br />   \- (log4j:log4j:jar:1.2.16:provided - omitted for conflict with 1.2.15)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  \- org.apache.hive:hive-serde:jar:0.13.0:provided<br />   |     \- org.apache.hive:hive-common:jar:0.13.0:provided<br />   |        \- (log4j:log4j:jar:1.2.16:provided - omitted for conflict with 1.2.15)<br />   +- org.apache.hive:hive-shims:jar:0.13.0:provided<br />   |  \- org.apache.hive.shims:hive-shims-common:jar:0.13.0:provided<br />   |     \- (log4j:log4j:jar:1.2.16:provided - omitted for conflict with 1.2.15)<br />   \- (log4j:log4j:jar:1.2.16:provided - omitted for conflict with 1.2.15)<br /></li><br /></ol></td></tr>
<tr class="b">
<td width="25%">1.2.17</td>
<td>
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />+- org.apache.hive:hive-exec:jar:0.13.0:provided<br />|  \- org.slf4j:slf4j-log4j12:jar:1.7.5:provided<br />|     \- (log4j:log4j:jar:1.2.17:provided - omitted for conflict with 1.2.15)<br />\- log4j:log4j:jar:1.2.17:provided<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />+- org.apache.hive:hive-exec:jar:0.13.0:provided<br />|  \- org.slf4j:slf4j-log4j12:jar:1.7.5:provided<br />|     \- (log4j:log4j:jar:1.2.17:provided - omitted for conflict with 1.2.15)<br />\- log4j:log4j:jar:1.2.17:compile<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />+- org.apache.hive:hive-exec:jar:0.13.0:provided<br />|  \- org.slf4j:slf4j-log4j12:jar:1.7.5:provided<br />|     \- (log4j:log4j:jar:1.2.17:provided - omitted for conflict with 1.2.15)<br />\- log4j:log4j:jar:1.2.17:provided<br /></li><br /></ol></td></tr></table></td></tr></table></div>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />+- org.apache.hive:hive-exec:jar:0.13.0:provided<br />|  \- org.slf4j:slf4j-log4j12:jar:1.7.5:provided<br />|     \- (log4j:log4j:jar:1.2.17:provided - omitted for conflict with 1.2.15)<br />\- log4j:log4j:jar:1.2.17:provided<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />+- org.apache.hive:hive-exec:jar:0.13.0:provided<br />|  \- org.slf4j:slf4j-log4j12:jar:1.7.5:provided<br />|     \- (log4j:log4j:jar:1.2.17:provided - omitted for conflict with 1.2.15)<br />\- log4j:log4j:jar:1.2.17:provided<br /></li><br /></ol></td></tr></table></td></tr></table></div>
<div class="section">
<h4><a name="org.antlr:antlr-runtime"></a>org.antlr:antlr-runtime</h4>
<table border="0" class="table table-striped">
@@ -461,14 +487,16 @@
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.antlr:ST4:jar:4.0.4:provided<br />      \- (org.antlr:antlr-runtime:jar:3.3:provided - omitted for conflict with 3.4)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.antlr:ST4:jar:4.0.4:provided<br />      \- (org.antlr:antlr-runtime:jar:3.3:provided - omitted for conflict with 3.4)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.antlr:ST4:jar:4.0.4:provided<br />      \- (org.antlr:antlr-runtime:jar:3.3:provided - omitted for conflict with 3.4)<br /></li><br /></ol></td></tr>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.antlr:ST4:jar:4.0.4:provided<br />      \- (org.antlr:antlr-runtime:jar:3.3:provided - omitted for conflict with 3.4)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.antlr:ST4:jar:4.0.4:provided<br />      \- (org.antlr:antlr-runtime:jar:3.3:provided - omitted for conflict with 3.4)<br /></li><br /></ol></td></tr>
<tr class="a">
<td width="25%">3.4</td>
<td>
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  \- (org.antlr:antlr-runtime:jar:3.4:provided - omitted for duplicate)<br />   \- org.antlr:antlr-runtime:jar:3.4:provided<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  \- (org.antlr:antlr-runtime:jar:3.4:provided - omitted for duplicate)<br />   \- org.antlr:antlr-runtime:jar:3.4:provided<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  \- (org.antlr:antlr-runtime:jar:3.4:provided - omitted for duplicate)<br />   \- org.antlr:antlr-runtime:jar:3.4:provided<br /></li><br /></ol></td></tr></table></td></tr></table></div>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  \- (org.antlr:antlr-runtime:jar:3.4:provided - omitted for duplicate)<br />   \- org.antlr:antlr-runtime:jar:3.4:provided<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   +- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />   |  \- (org.antlr:antlr-runtime:jar:3.4:provided - omitted for duplicate)<br />   \- org.antlr:antlr-runtime:jar:3.4:provided<br /></li><br /></ol></td></tr></table></td></tr></table></div>
<div class="section">
<h4><a name="org.apache.httpcomponents:httpcore"></a>org.apache.httpcomponents:httpcore</h4>
<table border="0" class="table table-striped">
@@ -482,14 +510,16 @@
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />         \- org.apache.httpcomponents:httpcore:jar:4.1.3:provided<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />         \- org.apache.httpcomponents:httpcore:jar:4.1.3:provided<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />         \- org.apache.httpcomponents:httpcore:jar:4.1.3:provided<br /></li><br /></ol></td></tr>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />         \- org.apache.httpcomponents:httpcore:jar:4.1.3:provided<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />         \- org.apache.httpcomponents:httpcore:jar:4.1.3:provided<br /></li><br /></ol></td></tr>
<tr class="b">
<td width="25%">4.1.4</td>
<td>
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />         \- org.apache.httpcomponents:httpclient:jar:4.1.3:provided<br />            \- (org.apache.httpcomponents:httpcore:jar:4.1.4:provided - omitted for conflict with 4.1.3)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />         \- org.apache.httpcomponents:httpclient:jar:4.1.3:provided<br />            \- (org.apache.httpcomponents:httpcore:jar:4.1.4:provided - omitted for conflict with 4.1.3)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />         \- org.apache.httpcomponents:httpclient:jar:4.1.3:provided<br />            \- (org.apache.httpcomponents:httpcore:jar:4.1.4:provided - omitted for conflict with 4.1.3)<br /></li><br /></ol></td></tr></table></td></tr></table></div>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />         \- org.apache.httpcomponents:httpclient:jar:4.1.3:provided<br />            \- (org.apache.httpcomponents:httpcore:jar:4.1.4:provided - omitted for conflict with 4.1.3)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.hive:hive-metastore:jar:0.13.0:provided<br />      \- org.apache.thrift:libthrift:jar:0.9.0:provided<br />         \- org.apache.httpcomponents:httpclient:jar:4.1.3:provided<br />            \- (org.apache.httpcomponents:httpcore:jar:4.1.4:provided - omitted for conflict with 4.1.3)<br /></li><br /></ol></td></tr></table></td></tr></table></div>
<div class="section">
<h4><a name="org.codehaus.jackson:jackson-core-asl"></a>org.codehaus.jackson:jackson-core-asl</h4>
<table border="0" class="table table-striped">
@@ -503,21 +533,24 @@
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   +- org.codehaus.jackson:jackson-core-asl:jar:1.5.2:provided<br />   \- org.codehaus.jackson:jackson-mapper-asl:jar:1.5.2:provided<br />      \- (org.codehaus.jackson:jackson-core-asl:jar:1.5.2:provided - omitted for duplicate)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   +- org.codehaus.jackson:jackson-core-asl:jar:1.5.2:provided<br />   \- org.codehaus.jackson:jackson-mapper-asl:jar:1.5.2:provided<br />      \- (org.codehaus.jackson:jackson-core-asl:jar:1.5.2:provided - omitted for duplicate)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   +- org.codehaus.jackson:jackson-core-asl:jar:1.5.2:provided<br />   \- org.codehaus.jackson:jackson-mapper-asl:jar:1.5.2:provided<br />      \- (org.codehaus.jackson:jackson-core-asl:jar:1.5.2:provided - omitted for duplicate)<br /></li><br /></ol></td></tr>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   +- org.codehaus.jackson:jackson-core-asl:jar:1.5.2:provided<br />   \- org.codehaus.jackson:jackson-mapper-asl:jar:1.5.2:provided<br />      \- (org.codehaus.jackson:jackson-core-asl:jar:1.5.2:provided - omitted for duplicate)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   +- org.codehaus.jackson:jackson-core-asl:jar:1.5.2:provided<br />   \- org.codehaus.jackson:jackson-mapper-asl:jar:1.5.2:provided<br />      \- (org.codehaus.jackson:jackson-core-asl:jar:1.5.2:provided - omitted for duplicate)<br /></li><br /></ol></td></tr>
<tr class="a">
<td width="25%">1.7.1</td>
<td>
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- com.sun.jersey:jersey-json:jar:1.8:provided<br />      +- (org.codehaus.jackson:jackson-core-asl:jar:1.7.1:provided - omitted for conflict with 1.5.2)<br />      +- org.codehaus.jackson:jackson-jaxrs:jar:1.7.1:provided<br />      |  \- (org.codehaus.jackson:jackson-core-asl:jar:1.7.1:provided - omitted for conflict with 1.5.2)<br />      \- org.codehaus.jackson:jackson-xc:jar:1.7.1:provided<br />         \- (org.codehaus.jackson:jackson-core-asl:jar:1.7.1:provided - omitted for conflict with 1.5.2)<br /></li><br />
<li>io.github.myui:hivemall-mixserv:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- com.sun.jersey:jersey-json:jar:1.8:provided<br />      +- (org.codehaus.jackson:jackson-core-asl:jar:1.7.1:provided - omitted for conflict with 1.5.2)<br />      +- org.codehaus.jackson:jackson-jaxrs:jar:1.7.1:provided<br />      |  \- (org.codehaus.jackson:jackson-core-asl:jar:1.7.1:provided - omitted for conflict with 1.5.2)<br />      \- org.codehaus.jackson:jackson-xc:jar:1.7.1:provided<br />         \- (org.codehaus.jackson:jackson-core-asl:jar:1.7.1:provided - omitted for conflict with 1.5.2)<br /></li><br />
-<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- com.sun.jersey:jersey-json:jar:1.8:provided<br />      +- (org.codehaus.jackson:jackson-core-asl:jar:1.7.1:provided - omitted for conflict with 1.5.2)<br />      +- org.codehaus.jackson:jackson-jaxrs:jar:1.7.1:provided<br />      |  \- (org.codehaus.jackson:jackson-core-asl:jar:1.7.1:provided - omitted for conflict with 1.5.2)<br />      \- org.codehaus.jackson:jackson-xc:jar:1.7.1:provided<br />         \- (org.codehaus.jackson:jackson-core-asl:jar:1.7.1:provided - omitted for conflict with 1.5.2)<br /></li><br /></ol></td></tr>
+<li>io.github.myui:hivemall-nlp:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- com.sun.jersey:jersey-json:jar:1.8:provided<br />      +- (org.codehaus.jackson:jackson-core-asl:jar:1.7.1:provided - omitted for conflict with 1.5.2)<br />      +- org.codehaus.jackson:jackson-jaxrs:jar:1.7.1:provided<br />      |  \- (org.codehaus.jackson:jackson-core-asl:jar:1.7.1:provided - omitted for conflict with 1.5.2)<br />      \- org.codehaus.jackson:jackson-xc:jar:1.7.1:provided<br />         \- (org.codehaus.jackson:jackson-core-asl:jar:1.7.1:provided - omitted for conflict with 1.5.2)<br /></li><br />
+<li>io.github.myui:hivemall-xgboost:jar:0.4.2-rc.2<br />\- org.apache.hadoop:hadoop-core:jar:0.20.2-cdh3u6:provided<br />   \- com.sun.jersey:jersey-json:jar:1.8:provided<br />      +- (org.codehaus.jackson:jackson-core-asl:jar:1.7.1:provided - omitted for conflict with 1.5.2)<br />      +- org.codehaus.jackson:jackson-jaxrs:jar:1.7.1:provided<br />      |  \- (org.codehaus.jackson:jackson-core-asl:jar:1.7.1:provided - omitted for conflict with 1.5.2)<br />      \- org.codehaus.jackson:jackson-xc:jar:1.7.1:provided<br />         \- (org.codehaus.jackson:jackson-core-asl:jar:1.7.1:provided - omitted for conflict with 1.5.2)<br /></li><br /></ol></td></tr>
<tr class="b">
<td width="25%">1.9.13</td>
<td>
<ol style="list-style-type: decimal">
<li>io.github.myui:hivemall-core:jar:0.4.2-rc.2<br />\- org.apache.hive:hive-exec:jar:0.13.0:provided<br />   \- org.apache.avro:avro:jar:1.7.5:provided<br />      \- (org.codehaus.jackson:jackson-core-asl
<TRUNCATED>