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From dlyubi...@apache.org
Subject [17/51] [abbrv] [partial] mahout git commit: Standard docs from release binary.
Date Fri, 29 May 2015 18:49:16 GMT
http://git-wip-us.apache.org/repos/asf/mahout/blob/ec571cae/docs/mahout-examples/org/apache/mahout/classifier/sgd/TrainASFEmail.html
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diff --git a/docs/mahout-examples/org/apache/mahout/classifier/sgd/TrainASFEmail.html b/docs/mahout-examples/org/apache/mahout/classifier/sgd/TrainASFEmail.html
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+<!-- Generated by javadoc (version 1.7.0_45) on Fri Apr 10 20:54:40 EDT 2015 -->
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+<title>TrainASFEmail (Mahout Examples 0.10.0 API)</title>
+<meta name="date" content="2015-04-10">
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+<ul class="subNavList">
+<li>Summary:&nbsp;</li>
+<li>Nested&nbsp;|&nbsp;</li>
+<li><a href="#fields_inherited_from_class_org.apache.mahout.common.AbstractJob">Field</a>&nbsp;|&nbsp;</li>
+<li>Constr&nbsp;|&nbsp;</li>
+<li><a href="#method_summary">Method</a></li>
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+<li>Detail:&nbsp;</li>
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+<!-- ======== START OF CLASS DATA ======== -->
+<div class="header">
+<div class="subTitle">org.apache.mahout.classifier.sgd</div>
+<h2 title="Class TrainASFEmail" class="title">Class TrainASFEmail</h2>
+</div>
+<div class="contentContainer">
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+<hr>
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+<pre>public final class <span class="strong">TrainASFEmail</span>
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http://git-wip-us.apache.org/repos/asf/mahout/blob/ec571cae/docs/mahout-examples/org/apache/mahout/classifier/sgd/TrainAdaptiveLogistic.html
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http://git-wip-us.apache.org/repos/asf/mahout/blob/ec571cae/docs/mahout-examples/org/apache/mahout/classifier/sgd/TrainLogistic.html
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diff --git a/docs/mahout-examples/org/apache/mahout/classifier/sgd/TrainLogistic.html b/docs/mahout-examples/org/apache/mahout/classifier/sgd/TrainLogistic.html
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+<div class="subTitle">org.apache.mahout.classifier.sgd</div>
+<h2 title="Class TrainLogistic" class="title">Class TrainLogistic</h2>
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+<div class="contentContainer">
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+<li><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">java.lang.Object</a></li>
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+<div class="block">Train a logistic regression for the examples from Chapter 13 of Mahout in Action</div>
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+<caption><span>Methods</span><span class="tabEnd">&nbsp;</span></caption>
+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Method and Description</th>
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+                 throws <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Exception.html?is-external=true" title="class or interface in java.lang">Exception</a></pre>
+<dl><dt><span class="strong">Throws:</span></dt>
+<dd><code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Exception.html?is-external=true" title="class or interface in java.lang">Exception</a></code></dd></dl>
+</li>
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+<pre>public static&nbsp;<a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/classifier/sgd/OnlineLogisticRegression.html?is-external=true" title="class or interface in org.apache.mahout.classifier.sgd">OnlineLogisticRegression</a>&nbsp;getModel()</pre>
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http://git-wip-us.apache.org/repos/asf/mahout/blob/ec571cae/docs/mahout-examples/org/apache/mahout/classifier/sgd/TrainNewsGroups.html
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+<!-- ======== START OF CLASS DATA ======== -->
+<div class="header">
+<div class="subTitle">org.apache.mahout.classifier.sgd</div>
+<h2 title="Class TrainNewsGroups" class="title">Class TrainNewsGroups</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">java.lang.Object</a></li>
+<li>
+<ul class="inheritance">
+<li>org.apache.mahout.classifier.sgd.TrainNewsGroups</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
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+<br>
+<pre>public final class <span class="strong">TrainNewsGroups</span>
+extends <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a></pre>
+<div class="block">Reads and trains an adaptive logistic regression model on the 20 newsgroups data.
+ The first command line argument gives the path of the directory holding the training
+ data.  The optional second argument, leakType, defines which classes of features to use.
+ Importantly, leakType controls whether a synthetic date is injected into the data as
+ a target leak and if so, how.
+ <p/>
+ The value of leakType % 3 determines whether the target leak is injected according to
+ the following table:
+ <p/>
+ <table>
+ <tr><td valign='top'>0</td><td>No leak injected</td></tr>
+ <tr><td valign='top'>1</td><td>Synthetic date injected in MMM-yyyy format. This will be a single token and
+ is a perfect target leak since each newsgroup is given a different month</td></tr>
+ <tr><td valign='top'>2</td><td>Synthetic date injected in dd-MMM-yyyy HH:mm:ss format.  The day varies
+ and thus there are more leak symbols that need to be learned.  Ultimately this is just
+ as big a leak as case 1.</td></tr>
+ </table>
+ <p/>
+ Leaktype also determines what other text will be indexed.  If leakType is greater
+ than or equal to 6, then neither headers nor text body will be used for features and the leak is the only
+ source of data.  If leakType is greater than or equal to 3, then subject words will be used as features.
+ If leakType is less than 3, then both subject and body text will be used as features.
+ <p/>
+ A leakType of 0 gives no leak and all textual features.
+ <p/>
+ See the following table for a summary of commonly used values for leakType
+ <p/>
+ <table>
+ <tr><td><b>leakType</b></td><td><b>Leak?</b></td><td><b>Subject?</b></td><td><b>Body?</b></td></tr>
+ <tr><td colspan=4><hr></td></tr>
+ <tr><td>0</td><td>no</td><td>yes</td><td>yes</td></tr>
+ <tr><td>1</td><td>mmm-yyyy</td><td>yes</td><td>yes</td></tr>
+ <tr><td>2</td><td>dd-mmm-yyyy</td><td>yes</td><td>yes</td></tr>
+ <tr><td colspan=4><hr></td></tr>
+ <tr><td>3</td><td>no</td><td>yes</td><td>no</td></tr>
+ <tr><td>4</td><td>mmm-yyyy</td><td>yes</td><td>no</td></tr>
+ <tr><td>5</td><td>dd-mmm-yyyy</td><td>yes</td><td>no</td></tr>
+ <tr><td colspan=4><hr></td></tr>
+ <tr><td>6</td><td>no</td><td>no</td><td>no</td></tr>
+ <tr><td>7</td><td>mmm-yyyy</td><td>no</td><td>no</td></tr>
+ <tr><td>8</td><td>dd-mmm-yyyy</td><td>no</td><td>no</td></tr>
+ <tr><td colspan=4><hr></td></tr>
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+<td class="colFirst"><code>static void</code></td>
+<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/TrainNewsGroups.html#main(java.lang.String[])">main</a></strong>(<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>[]&nbsp;args)</code>&nbsp;</td>
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+<code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#clone()" title="class or interface in java.lang">clone</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#equals(java.lang.Object)" title="class or interface in java.lang">equals</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#finalize()" title="class or interface in java.lang">finalize</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#getClass()" title="class or interface in java.lang">getClass</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#hashCode()" title="class or interface in java.lang">hashCode</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#notify()" title="class or interface in java.lang">notify</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang
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+                 throws <a href="http://docs.oracle.com/javase/7/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</a></pre>
+<dl><dt><span class="strong">Throws:</span></dt>
+<dd><code><a href="http://docs.oracle.com/javase/7/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</a></code></dd></dl>
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http://git-wip-us.apache.org/repos/asf/mahout/blob/ec571cae/docs/mahout-examples/org/apache/mahout/classifier/sgd/bankmarketing/BankMarketingClassificationMain.html
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diff --git a/docs/mahout-examples/org/apache/mahout/classifier/sgd/bankmarketing/BankMarketingClassificationMain.html b/docs/mahout-examples/org/apache/mahout/classifier/sgd/bankmarketing/BankMarketingClassificationMain.html
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+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
+<!-- NewPage -->
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+<!-- Generated by javadoc (version 1.7.0_45) on Fri Apr 10 20:54:40 EDT 2015 -->
+<meta http-equiv="Content-Type" content="text/html" charset="UTF-8">
+<title>BankMarketingClassificationMain (Mahout Examples 0.10.0 API)</title>
+<meta name="date" content="2015-04-10">
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+<div class="subTitle">org.apache.mahout.classifier.sgd.bankmarketing</div>
+<h2 title="Class BankMarketingClassificationMain" class="title">Class BankMarketingClassificationMain</h2>
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+<li><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">java.lang.Object</a></li>
+<li>
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+<div class="block">Uses the SGD classifier on the 'Bank marketing' dataset from UCI.
+
+ See http://archive.ics.uci.edu/ml/datasets/Bank+Marketing
+
+ Learn when people accept or reject an offer from the bank via telephone based on income, age, education and more.</div>
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