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Posted to commits@hivemall.apache.org by my...@apache.org on 2016/11/17 12:18:52 UTC
[09/12] incubator-hivemall-site git commit: Fixed links in the user
guide
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/68241a08/userguide/eval/datagen.html
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diff --git a/userguide/eval/datagen.html b/userguide/eval/datagen.html
index e9db363..177be32 100644
--- a/userguide/eval/datagen.html
+++ b/userguide/eval/datagen.html
@@ -999,6 +999,21 @@
</li>
+ <li class="chapter " data-level="5.6" data-path="../binaryclass/titanic_rf.html">
+
+ <a href="../binaryclass/titanic_rf.html">
+
+
+ <b>5.6.</b>
+
+ Kaggle Titanic Tutorial
+
+ </a>
+
+
+
+ </li>
+
@@ -1649,7 +1664,25 @@
specific language governing permissions and limitations
under the License.
-->
-<p><div id="page-footer"><hr><p><sub><font color="gray">
+<p><div id="page-footer"><hr><!--
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+-->
+<p><sub><font color="gray">
Apache Hivemall is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator.
</font></sub></p>
</div></p>
@@ -1686,7 +1719,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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+ gitbook.page.hasChanged({"page":{"title":"Data 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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</div>
http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/68241a08/userguide/eval/lr_datagen.html
----------------------------------------------------------------------
diff --git a/userguide/eval/lr_datagen.html b/userguide/eval/lr_datagen.html
index 0c9ce90..0e44f13 100644
--- a/userguide/eval/lr_datagen.html
+++ b/userguide/eval/lr_datagen.html
@@ -999,6 +999,21 @@
</li>
+ <li class="chapter " data-level="5.6" data-path="../binaryclass/titanic_rf.html">
+
+ <a href="../binaryclass/titanic_rf.html">
+
+
+ <b>5.6.</b>
+
+ Kaggle Titanic Tutorial
+
+ </a>
+
+
+
+ </li>
+
@@ -1649,7 +1664,17 @@
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>
+<!-- toc --><div id="toc" class="toc">
+
+<ul>
+<li><a href="#create-a-dual-table">create a dual table</a></li>
+<li><a href="#sparse-dataset-generation-by-a-single-task">Sparse dataset generation by a single task</a></li>
+<li><a href="#classification-dataset-generation">Classification dataset generation</a></li>
+<li><a href="#dense-dataset-generation">Dense dataset generation</a></li>
+<li><a href="#parallel-and-scalable-data-generation-using-multiple-reducers-recommended">Parallel and scalable data generation using multiple reducers (RECOMMENDED)</a></li>
+</ul>
+
+</div><!-- tocstop -->
<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 (
@@ -1660,10 +1685,10 @@
<h1 id="sparse-dataset-generation-by-a-single-task">Sparse dataset generation by a single task</h1>
<pre><code class="lang-sql"><span class="hljs-keyword">create</span> <span class="hljs-keyword">table</span> regression_data1
<span class="hljs-keyword">as</span>
-<span class="hljs-keyword">select</span> lr_datagen(<span class="hljs-string">"-n_examples 10k -n_features 10 -seed 100"</span>) <span class="hljs-keyword">as</span> (label,features)
+<span class="hljs-keyword">select</span> lr_datagen(<span class="hljs-string">'-n_examples 10k -n_features 10 -seed 100'</span>) <span class="hljs-keyword">as</span> (label,features)
<span class="hljs-keyword">from</span> dual;
</code></pre>
-<p>Find the details of the option in <a href="https://github.com/myui/hivemall/blob/master/core/src/main/java/hivemall/dataset/LogisticRegressionDataGeneratorUDTF.java#L69" target="_blank">LogisticRegressionDataGeneratorUDTF.java</a>.</p>
+<p>Find the details of the option, run <code>lr_datagen('-help')</code>.</p>
<p>You can generate a sparse dataset as well as a dense dataset. By the default, a sparse dataset is generated.</p>
<pre><code class="lang-sql">hive> desc regression_data1;
OK
@@ -1727,7 +1752,25 @@ hive> select count(1) from lrdata1k;
OK
1000
</code></pre>
-<p><div id="page-footer"><hr><p><sub><font color="gray">
+<p><div id="page-footer"><hr><!--
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+-->
+<p><sub><font color="gray">
Apache Hivemall is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator.
</font></sub></p>
</div></p>
@@ -1764,7 +1807,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
gitbook.push(function() {
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+ gitbook.page.hasChanged({"page":{"title":"Logistic Regression data generation","level":"4.2.1","depth":2,"next":{"title":"a9a Tutorial","level":"5.1","depth":1,"path":"binaryclass/a9a.md","ref":"binaryclass/a9a.md","articles":[{"title":"Data preparation","level":"5.1.1","depth":2,"path":"binaryclass/a9a_dataset.md","ref":"binaryclass/a9a_dataset.md","articles":[]},{"title":"Logistic Regression","level":"5.1.2","depth":2,"path":"binaryclass/a9a_lr.md","ref":"binaryclass/a9a_lr.md","articles":[]},{"title":"Mini-batch Gradient Descent","level":"5.1.3","depth":2,"path":"binaryclass/a9a_minibatch.md","ref":"binaryclass/a9a_minibatch.md","articles":[]}]},"previous":{"title":"Data Generation","level":"4.2","depth":1,"path":"eval/datagen.md","ref":"eval/datagen.md","articles":[{"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","g
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ome":"http://hivemall.incubator.apache.org/"}},"gitbook":"3.x.x","description":"User Manual for Apache Hivemall"},"file":{"path":"eval/lr_datagen.md","mtime":"2016-11-17T10:06:39.000Z","type":"markdown"},"gitbook":{"version":"3.2.2","time":"2016-11-17T12:16:14.647Z"},"basePath":"..","book":{"language":""}});
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/68241a08/userguide/eval/stat_eval.html
----------------------------------------------------------------------
diff --git a/userguide/eval/stat_eval.html b/userguide/eval/stat_eval.html
index 8b10b67..4a3e6bb 100644
--- a/userguide/eval/stat_eval.html
+++ b/userguide/eval/stat_eval.html
@@ -999,6 +999,21 @@
</li>
+ <li class="chapter " data-level="5.6" data-path="../binaryclass/titanic_rf.html">
+
+ <a href="../binaryclass/titanic_rf.html">
+
+
+ <b>5.6.</b>
+
+ Kaggle Titanic Tutorial
+
+ </a>
+
+
+
+ </li>
+
@@ -1649,7 +1664,16 @@
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>
+<p>Using the <a href="../regression/e2006_arow.html">E2006 tfidf regression example</a>, we explain how to evaluate the prediction model on Hive.</p>
+<!-- toc --><div id="toc" class="toc">
+
+<ul>
+<li><a href="#scoring-by-evaluation-metrics">Scoring by evaluation metrics</a></li>
+<li><a href="#logarithmic-loss">Logarithmic Loss</a></li>
+<li><a href="#references">References</a></li>
+</ul>
+
+</div><!-- tocstop -->
<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>
@@ -1697,16 +1721,33 @@
<blockquote>
<p>1.9610366706408238 1.9610366706408238</p>
</blockquote>
-<p>--
-<strong>References</strong></p>
+<h1 id="references">References</h1>
<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>
-<div id="page-footer"><hr><p><sub><font color="gray">
+<li>Evaluation Metrics <a href="https://www.kaggle.com/wiki/Metrics" target="_blank">https://www.kaggle.com/wiki/Metrics</a></li>
+</ul>
+<p><div id="page-footer"><hr><!--
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+-->
+<p><sub><font color="gray">
Apache Hivemall is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator.
</font></sub></p>
-</div></li>
-</ul>
+</div></p>
</section>
@@ -1740,7 +1781,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
var gitbook = gitbook || [];
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----------------------------------------------------------------------
diff --git a/userguide/ft_engineering/ft_trans.html b/userguide/ft_engineering/ft_trans.html
index 8884275..c7add5b 100644
--- a/userguide/ft_engineering/ft_trans.html
+++ b/userguide/ft_engineering/ft_trans.html
@@ -999,6 +999,21 @@
</li>
+ <li class="chapter " data-level="5.6" data-path="../binaryclass/titanic_rf.html">
+
+ <a href="../binaryclass/titanic_rf.html">
+
+
+ <b>5.6.</b>
+
+ Kaggle Titanic Tutorial
+
+ </a>
+
+
+
+ </li>
+
@@ -1649,7 +1664,25 @@
specific language governing permissions and limitations
under the License.
-->
-<p><div id="page-footer"><hr><p><sub><font color="gray">
+<p><div id="page-footer"><hr><!--
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+-->
+<p><sub><font color="gray">
Apache Hivemall is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator.
</font></sub></p>
</div></p>
@@ -1686,7 +1719,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/68241a08/userguide/ft_engineering/hashing.html
----------------------------------------------------------------------
diff --git a/userguide/ft_engineering/hashing.html b/userguide/ft_engineering/hashing.html
index 364fdc8..a253ece 100644
--- a/userguide/ft_engineering/hashing.html
+++ b/userguide/ft_engineering/hashing.html
@@ -999,6 +999,21 @@
</li>
+ <li class="chapter " data-level="5.6" data-path="../binaryclass/titanic_rf.html">
+
+ <a href="../binaryclass/titanic_rf.html">
+
+
+ <b>5.6.</b>
+
+ Kaggle Titanic Tutorial
+
+ </a>
+
+
+
+ </li>
+
@@ -1649,9 +1664,10 @@
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.
+<p>Hivemall supports <a href="https://en.wikipedia.org/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>
+<!-- toc --><div id="toc" class="toc">
+
<h2 id="featurehashing-function"><code>feature_hashing</code> function</h2>
<p><code>feature_hashing</code> applies MurmuerHash3 hashing to features. </p>
<pre><code class="lang-sql">select feature_hashing('aaa');
@@ -1729,11 +1745,29 @@ 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">
+<p><div id="page-footer"><hr><!--
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+-->
+<p><sub><font color="gray">
Apache Hivemall is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator.
</font></sub></p>
</div></p>
-
+</div>
</section>
@@ -1766,7 +1800,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/68241a08/userguide/ft_engineering/quantify.html
----------------------------------------------------------------------
diff --git a/userguide/ft_engineering/quantify.html b/userguide/ft_engineering/quantify.html
index d3228a6..8a5d9bf 100644
--- a/userguide/ft_engineering/quantify.html
+++ b/userguide/ft_engineering/quantify.html
@@ -999,6 +999,21 @@
</li>
+ <li class="chapter " data-level="5.6" data-path="../binaryclass/titanic_rf.html">
+
+ <a href="../binaryclass/titanic_rf.html">
+
+
+ <b>5.6.</b>
+
+ Kaggle Titanic Tutorial
+
+ </a>
+
+
+
+ </li>
+
@@ -1797,7 +1812,25 @@ 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">
+<p><div id="page-footer"><hr><!--
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+-->
+<p><sub><font color="gray">
Apache Hivemall is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator.
</font></sub></p>
</div></p>
@@ -1834,7 +1867,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/68241a08/userguide/ft_engineering/scaling.html
----------------------------------------------------------------------
diff --git a/userguide/ft_engineering/scaling.html b/userguide/ft_engineering/scaling.html
index 02ab9cc..0c375ae 100644
--- a/userguide/ft_engineering/scaling.html
+++ b/userguide/ft_engineering/scaling.html
@@ -999,6 +999,21 @@
</li>
+ <li class="chapter " data-level="5.6" data-path="../binaryclass/titanic_rf.html">
+
+ <a href="../binaryclass/titanic_rf.html">
+
+
+ <b>5.6.</b>
+
+ Kaggle Titanic Tutorial
+
+ </a>
+
+
+
+ </li>
+
@@ -1801,7 +1816,25 @@ quantative_norm <span class="hljs-keyword">as</span> (
)
...
</code></pre>
-<p><div id="page-footer"><hr><p><sub><font color="gray">
+<p><div id="page-footer"><hr><!--
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+-->
+<p><sub><font color="gray">
Apache Hivemall is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator.
</font></sub></p>
</div></p>
@@ -1838,7 +1871,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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----------------------------------------------------------------------
diff --git a/userguide/ft_engineering/tfidf.html b/userguide/ft_engineering/tfidf.html
index d11d9a6..e442a66 100644
--- a/userguide/ft_engineering/tfidf.html
+++ b/userguide/ft_engineering/tfidf.html
@@ -999,6 +999,21 @@
</li>
+ <li class="chapter " data-level="5.6" data-path="../binaryclass/titanic_rf.html">
+
+ <a href="../binaryclass/titanic_rf.html">
+
+
+ <b>5.6.</b>
+
+ Kaggle Titanic Tutorial
+
+ </a>
+
+
+
+ </li>
+
@@ -1779,7 +1794,25 @@ dy:0.026135361945200226"]
.04200326112968063","judgement:0.035169554338885474","apply:0.035169554338885474","disposition:0.035169554338
885474","given:0.035169554338885474"
...
-</code></pre><p><div id="page-footer"><hr><p><sub><font color="gray">
+</code></pre><p><div id="page-footer"><hr><!--
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+-->
+<p><sub><font color="gray">
Apache Hivemall is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator.
</font></sub></p>
</div></p>
@@ -1816,7 +1849,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
<script>
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----------------------------------------------------------------------
diff --git a/userguide/ft_engineering/vectorizer.html b/userguide/ft_engineering/vectorizer.html
index 0078307..209844c 100644
--- a/userguide/ft_engineering/vectorizer.html
+++ b/userguide/ft_engineering/vectorizer.html
@@ -999,6 +999,21 @@
</li>
+ <li class="chapter " data-level="5.6" data-path="../binaryclass/titanic_rf.html">
+
+ <a href="../binaryclass/titanic_rf.html">
+
+
+ <b>5.6.</b>
+
+ Kaggle Titanic Tutorial
+
+ </a>
+
+
+
+ </li>
+
@@ -1686,7 +1701,25 @@ 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">
+<p><div id="page-footer"><hr><!--
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+-->
+<p><sub><font color="gray">
Apache Hivemall is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator.
</font></sub></p>
</div></p>
@@ -1723,7 +1756,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/68241a08/userguide/getting_started/index.html
----------------------------------------------------------------------
diff --git a/userguide/getting_started/index.html b/userguide/getting_started/index.html
index 1a90993..90abc3b 100644
--- a/userguide/getting_started/index.html
+++ b/userguide/getting_started/index.html
@@ -999,6 +999,21 @@
</li>
+ <li class="chapter " data-level="5.6" data-path="../binaryclass/titanic_rf.html">
+
+ <a href="../binaryclass/titanic_rf.html">
+
+
+ <b>5.6.</b>
+
+ Kaggle Titanic Tutorial
+
+ </a>
+
+
+
+ </li>
+
@@ -1650,7 +1665,25 @@
under the License.
-->
<h1 id="summary">Summary</h1>
-<p><div id="page-footer"><hr><p><sub><font color="gray">
+<p><div id="page-footer"><hr><!--
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF licenses this file
+ to you under the Apache License, Version 2.0 (the
+ "License"); you may not use this file except in compliance
+ with the License. You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing,
+ software distributed under the License is distributed on an
+ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ KIND, either express or implied. See the License for the
+ specific language governing permissions and limitations
+ under the License.
+-->
+<p><sub><font color="gray">
Apache Hivemall is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator.
</font></sub></p>
</div></p>
@@ -1687,7 +1720,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda
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