blob: b46a6e3c44386ed112ef4a86dc152bd5da329dea [file] [log] [blame]
<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
<!-- NewPage -->
<html lang="en">
<head>
<!-- Generated by javadoc (1.8.0_121) on Fri Apr 14 22:13:00 PDT 2017 -->
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>org.apache.mahout.classifier.sgd (Mahout Examples 0.13.0 API)</title>
<meta name="date" content="2017-04-14">
<link rel="stylesheet" type="text/css" href="../../../../../stylesheet.css" title="Style">
<script type="text/javascript" src="../../../../../script.js"></script>
</head>
<body>
<script type="text/javascript"><!--
try {
if (location.href.indexOf('is-external=true') == -1) {
parent.document.title="org.apache.mahout.classifier.sgd (Mahout Examples 0.13.0 API)";
}
}
catch(err) {
}
//-->
</script>
<noscript>
<div>JavaScript is disabled on your browser.</div>
</noscript>
<!-- ========= START OF TOP NAVBAR ======= -->
<div class="topNav"><a name="navbar.top">
<!-- -->
</a>
<div class="skipNav"><a href="#skip.navbar.top" title="Skip navigation links">Skip navigation links</a></div>
<a name="navbar.top.firstrow">
<!-- -->
</a>
<ul class="navList" title="Navigation">
<li><a href="../../../../../overview-summary.html">Overview</a></li>
<li class="navBarCell1Rev">Package</li>
<li>Class</li>
<li><a href="package-use.html">Use</a></li>
<li><a href="package-tree.html">Tree</a></li>
<li><a href="../../../../../deprecated-list.html">Deprecated</a></li>
<li><a href="../../../../../index-all.html">Index</a></li>
<li><a href="../../../../../help-doc.html">Help</a></li>
</ul>
</div>
<div class="subNav">
<ul class="navList">
<li><a href="../../../../../org/apache/mahout/classifier/sequencelearning/hmm/package-summary.html">Prev&nbsp;Package</a></li>
<li><a href="../../../../../org/apache/mahout/classifier/sgd/bankmarketing/package-summary.html">Next&nbsp;Package</a></li>
</ul>
<ul class="navList">
<li><a href="../../../../../index.html?org/apache/mahout/classifier/sgd/package-summary.html" target="_top">Frames</a></li>
<li><a href="package-summary.html" target="_top">No&nbsp;Frames</a></li>
</ul>
<ul class="navList" id="allclasses_navbar_top">
<li><a href="../../../../../allclasses-noframe.html">All&nbsp;Classes</a></li>
</ul>
<div>
<script type="text/javascript"><!--
allClassesLink = document.getElementById("allclasses_navbar_top");
if(window==top) {
allClassesLink.style.display = "block";
}
else {
allClassesLink.style.display = "none";
}
//-->
</script>
</div>
<a name="skip.navbar.top">
<!-- -->
</a></div>
<!-- ========= END OF TOP NAVBAR ========= -->
<div class="header">
<h1 title="Package" class="title">Package&nbsp;org.apache.mahout.classifier.sgd</h1>
</div>
<div class="contentContainer">
<ul class="blockList">
<li class="blockList">
<table class="typeSummary" border="0" cellpadding="3" cellspacing="0" summary="Class Summary table, listing classes, and an explanation">
<caption><span>Class Summary</span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Class</th>
<th class="colLast" scope="col">Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html" title="class in org.apache.mahout.classifier.sgd">AdaptiveLogisticModelParameters</a></td>
<td class="colLast">&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html" title="class in org.apache.mahout.classifier.sgd">LogisticModelParameters</a></td>
<td class="colLast">
<div class="block">Encapsulates everything we need to know about a model and how it reads and vectorizes its input.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="../../../../../org/apache/mahout/classifier/sgd/PrintResourceOrFile.html" title="class in org.apache.mahout.classifier.sgd">PrintResourceOrFile</a></td>
<td class="colLast">
<div class="block">Uses the same logic as TrainLogistic and RunLogistic for finding an input, but instead
of processing the input, this class just prints the input to standard out.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="../../../../../org/apache/mahout/classifier/sgd/RunAdaptiveLogistic.html" title="class in org.apache.mahout.classifier.sgd">RunAdaptiveLogistic</a></td>
<td class="colLast">&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="../../../../../org/apache/mahout/classifier/sgd/RunLogistic.html" title="class in org.apache.mahout.classifier.sgd">RunLogistic</a></td>
<td class="colLast">&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="../../../../../org/apache/mahout/classifier/sgd/SGDHelper.html" title="class in org.apache.mahout.classifier.sgd">SGDHelper</a></td>
<td class="colLast">&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="../../../../../org/apache/mahout/classifier/sgd/SimpleCsvExamples.html" title="class in org.apache.mahout.classifier.sgd">SimpleCsvExamples</a></td>
<td class="colLast">
<div class="block">Shows how different encoding choices can make big speed differences.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="../../../../../org/apache/mahout/classifier/sgd/TestASFEmail.html" title="class in org.apache.mahout.classifier.sgd">TestASFEmail</a></td>
<td class="colLast">
<div class="block">Run the ASF email, as trained by TrainASFEmail</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="../../../../../org/apache/mahout/classifier/sgd/TestNewsGroups.html" title="class in org.apache.mahout.classifier.sgd">TestNewsGroups</a></td>
<td class="colLast">
<div class="block">Run the 20 news groups test data through SGD, as trained by <a href="../../../../../org/apache/mahout/classifier/sgd/TrainNewsGroups.html" title="class in org.apache.mahout.classifier.sgd"><code>TrainNewsGroups</code></a>.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="../../../../../org/apache/mahout/classifier/sgd/TrainAdaptiveLogistic.html" title="class in org.apache.mahout.classifier.sgd">TrainAdaptiveLogistic</a></td>
<td class="colLast">&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="../../../../../org/apache/mahout/classifier/sgd/TrainASFEmail.html" title="class in org.apache.mahout.classifier.sgd">TrainASFEmail</a></td>
<td class="colLast">&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="../../../../../org/apache/mahout/classifier/sgd/TrainLogistic.html" title="class in org.apache.mahout.classifier.sgd">TrainLogistic</a></td>
<td class="colLast">
<div class="block">Train a logistic regression for the examples from Chapter 13 of Mahout in Action</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="../../../../../org/apache/mahout/classifier/sgd/TrainNewsGroups.html" title="class in org.apache.mahout.classifier.sgd">TrainNewsGroups</a></td>
<td class="colLast">
<div class="block">Reads and trains an adaptive logistic regression model on the 20 newsgroups data.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="../../../../../org/apache/mahout/classifier/sgd/ValidateAdaptiveLogistic.html" title="class in org.apache.mahout.classifier.sgd">ValidateAdaptiveLogistic</a></td>
<td class="colLast">&nbsp;</td>
</tr>
</tbody>
</table>
</li>
</ul>
</div>
<!-- ======= START OF BOTTOM NAVBAR ====== -->
<div class="bottomNav"><a name="navbar.bottom">
<!-- -->
</a>
<div class="skipNav"><a href="#skip.navbar.bottom" title="Skip navigation links">Skip navigation links</a></div>
<a name="navbar.bottom.firstrow">
<!-- -->
</a>
<ul class="navList" title="Navigation">
<li><a href="../../../../../overview-summary.html">Overview</a></li>
<li class="navBarCell1Rev">Package</li>
<li>Class</li>
<li><a href="package-use.html">Use</a></li>
<li><a href="package-tree.html">Tree</a></li>
<li><a href="../../../../../deprecated-list.html">Deprecated</a></li>
<li><a href="../../../../../index-all.html">Index</a></li>
<li><a href="../../../../../help-doc.html">Help</a></li>
</ul>
</div>
<div class="subNav">
<ul class="navList">
<li><a href="../../../../../org/apache/mahout/classifier/sequencelearning/hmm/package-summary.html">Prev&nbsp;Package</a></li>
<li><a href="../../../../../org/apache/mahout/classifier/sgd/bankmarketing/package-summary.html">Next&nbsp;Package</a></li>
</ul>
<ul class="navList">
<li><a href="../../../../../index.html?org/apache/mahout/classifier/sgd/package-summary.html" target="_top">Frames</a></li>
<li><a href="package-summary.html" target="_top">No&nbsp;Frames</a></li>
</ul>
<ul class="navList" id="allclasses_navbar_bottom">
<li><a href="../../../../../allclasses-noframe.html">All&nbsp;Classes</a></li>
</ul>
<div>
<script type="text/javascript"><!--
allClassesLink = document.getElementById("allclasses_navbar_bottom");
if(window==top) {
allClassesLink.style.display = "block";
}
else {
allClassesLink.style.display = "none";
}
//-->
</script>
</div>
<a name="skip.navbar.bottom">
<!-- -->
</a></div>
<!-- ======== END OF BOTTOM NAVBAR ======= -->
<p class="legalCopy"><small>Copyright &#169; 2008&#x2013;2017 <a href="http://www.apache.org/">The Apache Software Foundation</a>. All rights reserved.</small></p>
</body>
</html>