http://git-wip-us.apache.org/repos/asf/mahout/blob/01522230/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html ---------------------------------------------------------------------- diff --git a/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html b/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html new file mode 100644 index 0000000..f28dc8d --- /dev/null +++ b/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html @@ -0,0 +1,544 @@ +<!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>AdaptiveLogisticModelParameters (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="AdaptiveLogisticModelParameters (Mahout Examples 0.13.0 API)"; 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title="class or interface in java.lang">java.lang.Object</a></li> +<li> +<ul class="inheritance"> +<li><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html" title="class in org.apache.mahout.classifier.sgd">org.apache.mahout.classifier.sgd.LogisticModelParameters</a></li> +<li> +<ul class="inheritance"> +<li>org.apache.mahout.classifier.sgd.AdaptiveLogisticModelParameters</li> +</ul> +</li> +</ul> +</li> +</ul> +<div class="description"> +<ul class="blockList"> +<li class="blockList"> +<dl> +<dt>All Implemented Interfaces:</dt> +<dd>org.apache.hadoop.io.Writable</dd> +</dl> +<hr> +<br> +<pre>public class <span class="typeNameLabel">AdaptiveLogisticModelParameters</span> +extends <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html" title="class in org.apache.mahout.classifier.sgd">LogisticModelParameters</a></pre> +</li> +</ul> +</div> +<div class="summary"> +<ul class="blockList"> +<li class="blockList"> +<!-- ======== CONSTRUCTOR SUMMARY ======== --> +<ul class="blockList"> +<li class="blockList"><a name="constructor.summary"> +<!-- --> +</a> +<h3>Constructor Summary</h3> +<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Constructor Summary table, listing constructors, and an explanation"> +<caption><span>Constructors</span><span class="tabEnd"> </span></caption> +<tr> +<th class="colOne" scope="col">Constructor and Description</th> +</tr> +<tr class="altColor"> +<td class="colOne"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#AdaptiveLogisticModelParameters--">AdaptiveLogisticModelParameters</a></span>()</code> </td> +</tr> +</table> +</li> +</ul> +<!-- ========== METHOD SUMMARY =========== --> +<ul class="blockList"> +<li class="blockList"><a name="method.summary"> +<!-- --> +</a> +<h3>Method Summary</h3> +<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation"> +<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t1" class="tableTab"><span><a href="javascript:show(1);">Static Methods</a></span><span class="tabEnd"> </span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption> +<tr> +<th class="colFirst" scope="col">Modifier and Type</th> +<th class="colLast" scope="col">Method and Description</th> +</tr> +<tr id="i0" class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#checkParameters--">checkParameters</a></span>()</code> </td> +</tr> +<tr id="i1" class="rowColor"> +<td class="colFirst"><code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/classifier/sgd/AdaptiveLogisticRegression.html?is-external=true"; title="class or interface in org.apache.mahout.classifier.sgd">AdaptiveLogisticRegression</a></code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#createAdaptiveLogisticRegression--">createAdaptiveLogisticRegression</a></span>()</code> </td> +</tr> +<tr id="i2" class="altColor"> +<td class="colFirst"><code><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></code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#getAuc--">getAuc</a></span>()</code> </td> +</tr> +<tr id="i3" class="rowColor"> +<td class="colFirst"><code>int</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#getAverageWindow--">getAverageWindow</a></span>()</code> </td> +</tr> +<tr id="i4" class="altColor"> +<td class="colFirst"><code>int</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#getInterval--">getInterval</a></span>()</code> </td> +</tr> +<tr id="i5" class="rowColor"> +<td class="colFirst"><code><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></code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#getPrior--">getPrior</a></span>()</code> </td> +</tr> +<tr id="i6" class="altColor"> +<td class="colFirst"><code>double</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#getPriorOption--">getPriorOption</a></span>()</code> </td> +</tr> +<tr id="i7" class="rowColor"> +<td class="colFirst"><code>int</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#getThreads--">getThreads</a></span>()</code> </td> +</tr> +<tr id="i8" class="altColor"> +<td class="colFirst"><code>static <a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html" title="class in org.apache.mahout.classifier.sgd">AdaptiveLogisticModelParameters</a></code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#loadFromFile-java.io.File-">loadFromFile</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/File.html?is-external=true"; title="class or interface in java.io">File</a> in)</code> </td> +</tr> +<tr id="i9" class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#readFields-java.io.DataInput-">readFields</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/DataInput.html?is-external=true"; title="class or interface in java.io">DataInput</a> in)</code> </td> +</tr> +<tr id="i10" class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#saveTo-java.io.OutputStream-">saveTo</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/OutputStream.html?is-external=true"; title="class or interface in java.io">OutputStream</a> out)</code> +<div class="block">Saves a model to an output stream.</div> +</td> +</tr> +<tr id="i11" class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#setAuc-java.lang.String-">setAuc</a></span>(<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> auc)</code> </td> +</tr> +<tr id="i12" class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#setAverageWindow-int-">setAverageWindow</a></span>(int averageWindow)</code> </td> +</tr> +<tr id="i13" class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#setInterval-int-">setInterval</a></span>(int interval)</code> </td> +</tr> +<tr id="i14" class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#setPrior-java.lang.String-">setPrior</a></span>(<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> prior)</code> </td> +</tr> +<tr id="i15" class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#setPriorOption-double-">setPriorOption</a></span>(double priorOption)</code> </td> +</tr> +<tr id="i16" class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#setThreads-int-">setThreads</a></span>(int threads)</code> </td> +</tr> +<tr id="i17" class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#write-java.io.DataOutput-">write</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/DataOutput.html?is-external=true"; title="class or interface in java.io">DataOutput</a> out)</code> </td> +</tr> +</table> +<ul class="blockList"> +<li class="blockList"><a name="methods.inherited.from.class.org.apache.mahout.classifier.sgd.LogisticModelParameters"> +<!-- --> +</a> +<h3>Methods inherited from class org.apache.mahout.classifier.sgd.<a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html" title="class in org.apache.mahout.classifier.sgd">LogisticModelParameters</a></h3> +<code><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#createRegression--">createRegression</a>, <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getCsvRecordFactory--">getCsvRecordFactory</a>, <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getLambda--">getLambda</a>, <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getLearningRate--">getLearningRate</a>, <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getMaxTargetCategories--">getMaxTargetCategories</a>, <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getNumFeatures--">getNumFeatures</a>, <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getTargetCategories--">getTargetCategories</a>, <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getTa rgetVariable--">getTargetVariable</a>, <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getTypeMap--">getTypeMap</a>, <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#loadFrom-java.io.File-">loadFrom</a>, <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#loadFrom-java.io.InputStream-">loadFrom</a>, <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setLambda-double-">setLambda</a>, <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setLearningRate-double-">setLearningRate</a>, <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setMaxTargetCategories-int-">setMaxTargetCategories</a>, <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setNumFeatures-int-">setNumFeatures</a>, <a href="../../../../../org/apache/mahout/classifier/sgd/Logistic ModelParameters.html#setTargetCategories-java.util.List-">setTargetCategories</a>, <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setTargetVariable-java.lang.String-">setTargetVariable</a>, <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setTypeMap-java.lang.Iterable-java.util.List-">setTypeMap</a>, <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setTypeMap-java.util.Map-">setTypeMap</a>, <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setUseBias-boolean-">setUseBias</a>, <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#useBias--">useBias</a></code></li> +</ul> +<ul class="blockList"> +<li class="blockList"><a name="methods.inherited.from.class.java.lang.Object"> +<!-- --> +</a> +<h3>Methods inherited from class java.lang.<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></h3> +<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 /Object.html?is-external=true#notifyAll--" title="class or interface in java.lang">notifyAll</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#toString--"; title="class or interface in java.lang">toString</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait--"; title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait-long-"; title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait-long-int-"; title="class or interface in java.lang">wait</a></code></li> +</ul> +</li> +</ul> +</li> +</ul> +</div> +<div class="details"> +<ul class="blockList"> +<li class="blockList"> +<!-- ========= CONSTRUCTOR DETAIL ======== --> +<ul class="blockList"> +<li class="blockList"><a name="constructor.detail"> +<!-- --> +</a> +<h3>Constructor Detail</h3> +<a name="AdaptiveLogisticModelParameters--"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>AdaptiveLogisticModelParameters</h4> +<pre>public AdaptiveLogisticModelParameters()</pre> +</li> +</ul> +</li> +</ul> +<!-- ============ METHOD DETAIL ========== --> +<ul class="blockList"> +<li class="blockList"><a name="method.detail"> +<!-- --> +</a> +<h3>Method Detail</h3> +<a name="createAdaptiveLogisticRegression--"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>createAdaptiveLogisticRegression</h4> +<pre>public <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/classifier/sgd/AdaptiveLogisticRegression.html?is-external=true"; title="class or interface in org.apache.mahout.classifier.sgd">AdaptiveLogisticRegression</a> createAdaptiveLogisticRegression()</pre> +</li> +</ul> +<a name="checkParameters--"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>checkParameters</h4> +<pre>public void checkParameters()</pre> +</li> +</ul> +<a name="saveTo-java.io.OutputStream-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>saveTo</h4> +<pre>public void saveTo(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/OutputStream.html?is-external=true"; title="class or interface in java.io">OutputStream</a> out) + 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> +<div class="block"><span class="descfrmTypeLabel">Description copied from class: <code><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#saveTo-java.io.OutputStream-">LogisticModelParameters</a></code></span></div> +<div class="block">Saves a model to an output stream.</div> +<dl> +<dt><span class="overrideSpecifyLabel">Overrides:</span></dt> +<dd><code><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#saveTo-java.io.OutputStream-">saveTo</a></code> in class <code><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html" title="class in org.apache.mahout.classifier.sgd">LogisticModelParameters</a></code></dd> +<dt><span class="throwsLabel">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> +</li> +</ul> +<a name="write-java.io.DataOutput-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>write</h4> +<pre>public void write(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/DataOutput.html?is-external=true"; title="class or interface in java.io">DataOutput</a> out) + 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="overrideSpecifyLabel">Specified by:</span></dt> +<dd><code>write</code> in interface <code>org.apache.hadoop.io.Writable</code></dd> +<dt><span class="overrideSpecifyLabel">Overrides:</span></dt> +<dd><code><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#write-java.io.DataOutput-">write</a></code> in class <code><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html" title="class in org.apache.mahout.classifier.sgd">LogisticModelParameters</a></code></dd> +<dt><span class="throwsLabel">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> +</li> +</ul> +<a name="readFields-java.io.DataInput-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>readFields</h4> +<pre>public void readFields(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/DataInput.html?is-external=true"; title="class or interface in java.io">DataInput</a> in) + 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="overrideSpecifyLabel">Specified by:</span></dt> +<dd><code>readFields</code> in interface <code>org.apache.hadoop.io.Writable</code></dd> +<dt><span class="overrideSpecifyLabel">Overrides:</span></dt> +<dd><code><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#readFields-java.io.DataInput-">readFields</a></code> in class <code><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html" title="class in org.apache.mahout.classifier.sgd">LogisticModelParameters</a></code></dd> +<dt><span class="throwsLabel">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> +</li> +</ul> +<a name="loadFromFile-java.io.File-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>loadFromFile</h4> +<pre>public static <a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html" title="class in org.apache.mahout.classifier.sgd">AdaptiveLogisticModelParameters</a> loadFromFile(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/File.html?is-external=true"; title="class or interface in java.io">File</a> in) + 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="throwsLabel">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> +</li> +</ul> +<a name="getInterval--"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getInterval</h4> +<pre>public int getInterval()</pre> +</li> +</ul> +<a name="setInterval-int-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>setInterval</h4> +<pre>public void setInterval(int interval)</pre> +</li> +</ul> +<a name="getAverageWindow--"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getAverageWindow</h4> +<pre>public int getAverageWindow()</pre> +</li> +</ul> +<a name="setAverageWindow-int-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>setAverageWindow</h4> +<pre>public void setAverageWindow(int averageWindow)</pre> +</li> +</ul> +<a name="getThreads--"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getThreads</h4> +<pre>public int getThreads()</pre> +</li> +</ul> +<a name="setThreads-int-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>setThreads</h4> +<pre>public void setThreads(int threads)</pre> +</li> +</ul> +<a name="getPrior--"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getPrior</h4> +<pre>public <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> getPrior()</pre> +</li> +</ul> +<a name="setPrior-java.lang.String-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>setPrior</h4> +<pre>public void setPrior(<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> prior)</pre> +</li> +</ul> +<a name="getAuc--"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getAuc</h4> +<pre>public <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> getAuc()</pre> +</li> +</ul> +<a name="setAuc-java.lang.String-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>setAuc</h4> +<pre>public void setAuc(<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> auc)</pre> +</li> +</ul> +<a name="getPriorOption--"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getPriorOption</h4> +<pre>public double getPriorOption()</pre> +</li> +</ul> +<a name="setPriorOption-double-"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>setPriorOption</h4> +<pre>public void setPriorOption(double priorOption)</pre> +</li> +</ul> +</li> +</ul> +</li> +</ul> +</div> +</div> +<!-- ========= END OF CLASS DATA ========= --> +<!-- ======= 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><a href="package-summary.html">Package</a></li> +<li class="navBarCell1Rev">Class</li> +<li><a href="class-use/AdaptiveLogisticModelParameters.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>Prev Class</li> +<li><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html" title="class in org.apache.mahout.classifier.sgd"><span class="typeNameLink">Next Class</span></a></li> +</ul> +<ul class="navList"> +<li><a href="../../../../../index.html?org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html" target="_top">Frames</a></li> +<li><a href="AdaptiveLogisticModelParameters.html" target="_top">No Frames</a></li> +</ul> +<ul class="navList" id="allclasses_navbar_bottom"> +<li><a href="../../../../../allclasses-noframe.html">All Classes</a></li> +</ul> +<div> +<script type="text/javascript"><!-- + allClassesLink = document.getElementById("allclasses_navbar_bottom"); 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http://git-wip-us.apache.org/repos/asf/mahout/blob/01522230/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/classifier/sgd/LogisticModelParameters.html ---------------------------------------------------------------------- diff --git a/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/classifier/sgd/LogisticModelParameters.html b/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/classifier/sgd/LogisticModelParameters.html new file mode 100644 index 0000000..83699db --- /dev/null +++ b/docs/0.13.0/api/docs/mahout-examples/org/apache/mahout/classifier/sgd/LogisticModelParameters.html @@ -0,0 +1,664 @@ +<!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>LogisticModelParameters (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="LogisticModelParameters (Mahout Examples 0.13.0 API)"; 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title="class or interface in java.lang">java.lang.Object</a></li> +<li> +<ul class="inheritance"> +<li>org.apache.mahout.classifier.sgd.LogisticModelParameters</li> +</ul> +</li> +</ul> +<div class="description"> +<ul class="blockList"> +<li class="blockList"> +<dl> +<dt>All Implemented Interfaces:</dt> +<dd>org.apache.hadoop.io.Writable</dd> +</dl> +<dl> +<dt>Direct Known Subclasses:</dt> +<dd><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html" title="class in org.apache.mahout.classifier.sgd">AdaptiveLogisticModelParameters</a></dd> +</dl> +<hr> +<br> +<pre>public class <span class="typeNameLabel">LogisticModelParameters</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> +implements org.apache.hadoop.io.Writable</pre> +<div class="block">Encapsulates everything we need to know about a model and how it reads and vectorizes its input. + This encapsulation allows us to coherently save and restore a model from a file. This also + allows us to keep command line arguments that affect learning in a coherent way.</div> +</li> +</ul> +</div> +<div class="summary"> +<ul class="blockList"> +<li class="blockList"> +<!-- ======== CONSTRUCTOR SUMMARY ======== --> +<ul class="blockList"> +<li class="blockList"><a name="constructor.summary"> +<!-- --> +</a> +<h3>Constructor Summary</h3> +<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Constructor Summary table, listing constructors, and an explanation"> +<caption><span>Constructors</span><span class="tabEnd"> </span></caption> +<tr> +<th class="colOne" scope="col">Constructor and Description</th> +</tr> +<tr class="altColor"> +<td class="colOne"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#LogisticModelParameters--">LogisticModelParameters</a></span>()</code> </td> +</tr> +</table> +</li> +</ul> +<!-- ========== METHOD SUMMARY =========== --> +<ul class="blockList"> +<li class="blockList"><a name="method.summary"> +<!-- --> +</a> +<h3>Method Summary</h3> +<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation"> +<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t1" class="tableTab"><span><a href="javascript:show(1);">Static Methods</a></span><span class="tabEnd"> </span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption> +<tr> +<th class="colFirst" scope="col">Modifier and Type</th> +<th class="colLast" scope="col">Method and Description</th> +</tr> +<tr id="i0" class="altColor"> +<td class="colFirst"><code><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></code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#createRegression--">createRegression</a></span>()</code> +<div class="block">Creates a logistic regression trainer using the parameters collected here.</div> +</td> +</tr> +<tr id="i1" class="rowColor"> +<td class="colFirst"><code><a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/classifier/sgd/CsvRecordFactory.html?is-external=true"; title="class or interface in org.apache.mahout.classifier.sgd">CsvRecordFactory</a></code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getCsvRecordFactory--">getCsvRecordFactory</a></span>()</code> +<div class="block">Returns a CsvRecordFactory compatible with this logistic model.</div> +</td> +</tr> +<tr id="i2" class="altColor"> +<td class="colFirst"><code>double</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getLambda--">getLambda</a></span>()</code> </td> +</tr> +<tr id="i3" class="rowColor"> +<td class="colFirst"><code>double</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getLearningRate--">getLearningRate</a></span>()</code> </td> +</tr> +<tr id="i4" class="altColor"> +<td class="colFirst"><code>int</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getMaxTargetCategories--">getMaxTargetCategories</a></span>()</code> </td> +</tr> +<tr id="i5" class="rowColor"> +<td class="colFirst"><code>int</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getNumFeatures--">getNumFeatures</a></span>()</code> </td> +</tr> +<tr id="i6" class="altColor"> +<td class="colFirst"><code><a href="http://docs.oracle.com/javase/7/docs/api/java/util/List.html?is-external=true"; title="class or interface in java.util">List</a><<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>></code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getTargetCategories--">getTargetCategories</a></span>()</code> </td> +</tr> +<tr id="i7" class="rowColor"> +<td class="colFirst"><code><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></code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getTargetVariable--">getTargetVariable</a></span>()</code> </td> +</tr> +<tr id="i8" class="altColor"> +<td class="colFirst"><code><a href="http://docs.oracle.com/javase/7/docs/api/java/util/Map.html?is-external=true"; title="class or interface in java.util">Map</a><<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>,<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>></code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getTypeMap--">getTypeMap</a></span>()</code> </td> +</tr> +<tr id="i9" class="rowColor"> +<td class="colFirst"><code>static <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html" title="class in org.apache.mahout.classifier.sgd">LogisticModelParameters</a></code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#loadFrom-java.io.File-">loadFrom</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/File.html?is-external=true"; title="class or interface in java.io">File</a> in)</code> +<div class="block">Reads a model from a file.</div> +</td> +</tr> +<tr id="i10" class="altColor"> +<td class="colFirst"><code>static <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html" title="class in org.apache.mahout.classifier.sgd">LogisticModelParameters</a></code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#loadFrom-java.io.InputStream-">loadFrom</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/InputStream.html?is-external=true"; title="class or interface in java.io">InputStream</a> in)</code> +<div class="block">Reads a model from a stream.</div> +</td> +</tr> +<tr id="i11" class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#readFields-java.io.DataInput-">readFields</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/DataInput.html?is-external=true"; title="class or interface in java.io">DataInput</a> in)</code> </td> +</tr> +<tr id="i12" class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#saveTo-java.io.OutputStream-">saveTo</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/OutputStream.html?is-external=true"; title="class or interface in java.io">OutputStream</a> out)</code> +<div class="block">Saves a model to an output stream.</div> +</td> +</tr> +<tr id="i13" class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setLambda-double-">setLambda</a></span>(double lambda)</code> </td> +</tr> +<tr id="i14" class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setLearningRate-double-">setLearningRate</a></span>(double learningRate)</code> </td> +</tr> +<tr id="i15" class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setMaxTargetCategories-int-">setMaxTargetCategories</a></span>(int maxTargetCategories)</code> +<div class="block">Sets the number of target categories to be considered.</div> +</td> +</tr> +<tr id="i16" class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setNumFeatures-int-">setNumFeatures</a></span>(int numFeatures)</code> </td> +</tr> +<tr id="i17" class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setTargetCategories-java.util.List-">setTargetCategories</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/util/List.html?is-external=true"; title="class or interface in java.util">List</a><<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>> targetCategories)</code> </td> +</tr> +<tr id="i18" class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setTargetVariable-java.lang.String-">setTargetVariable</a></span>(<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> targetVariable)</code> +<div class="block">Sets the target variable.</div> +</td> +</tr> +<tr id="i19" class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setTypeMap-java.lang.Iterable-java.util.List-">setTypeMap</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Iterable.html?is-external=true"; title="class or interface in java.lang">Iterable</a><<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>> predictorList, + <a href="http://docs.oracle.com/javase/7/docs/api/java/util/List.html?is-external=true"; title="class or interface in java.util">List</a><<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>> typeList)</code> +<div class="block">Sets the types of the predictors.</div> +</td> +</tr> +<tr id="i20" class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setTypeMap-java.util.Map-">setTypeMap</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/util/Map.html?is-external=true"; title="class or interface in java.util">Map</a><<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>,<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>> map)</code> </td> +</tr> +<tr id="i21" class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setUseBias-boolean-">setUseBias</a></span>(boolean useBias)</code> </td> +</tr> +<tr id="i22" class="altColor"> +<td class="colFirst"><code>boolean</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#useBias--">useBias</a></span>()</code> </td> +</tr> +<tr id="i23" class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#write-java.io.DataOutput-">write</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/DataOutput.html?is-external=true"; title="class or interface in java.io">DataOutput</a> out)</code> </td> +</tr> +</table> +<ul class="blockList"> +<li class="blockList"><a name="methods.inherited.from.class.java.lang.Object"> +<!-- --> +</a> +<h3>Methods inherited from class java.lang.<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></h3> +<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 /Object.html?is-external=true#notifyAll--" title="class or interface in java.lang">notifyAll</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#toString--"; title="class or interface in java.lang">toString</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait--"; title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait-long-"; title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait-long-int-"; title="class or interface in java.lang">wait</a></code></li> +</ul> +</li> +</ul> +</li> +</ul> +</div> +<div class="details"> +<ul class="blockList"> +<li class="blockList"> +<!-- ========= CONSTRUCTOR DETAIL ======== --> +<ul class="blockList"> +<li class="blockList"><a name="constructor.detail"> +<!-- --> +</a> +<h3>Constructor Detail</h3> +<a name="LogisticModelParameters--"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>LogisticModelParameters</h4> +<pre>public LogisticModelParameters()</pre> +</li> +</ul> +</li> +</ul> +<!-- ============ METHOD DETAIL ========== --> +<ul class="blockList"> +<li class="blockList"><a name="method.detail"> +<!-- --> +</a> +<h3>Method Detail</h3> +<a name="getCsvRecordFactory--"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getCsvRecordFactory</h4> +<pre>public <a href="http://mahout.apache.org/mahout-mr/apidocs/org/apache/mahout/classifier/sgd/CsvRecordFactory.html?is-external=true"; title="class or interface in org.apache.mahout.classifier.sgd">CsvRecordFactory</a> getCsvRecordFactory()</pre> +<div class="block">Returns a CsvRecordFactory compatible with this logistic model. The reason that this is tied + in here is so that we have access to the list of target categories when it comes time to save + the model. If the input isn't CSV, then calling setTargetCategories before calling saveTo will + suffice.</div> +<dl> +<dt><span class="returnLabel">Returns:</span></dt> +<dd>The CsvRecordFactory.</dd> +</dl> +</li> +</ul> +<a name="createRegression--"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>createRegression</h4> +<pre>public <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> createRegression()</pre> +<div class="block">Creates a logistic regression trainer using the parameters collected here.</div> +<dl> +<dt><span class="returnLabel">Returns:</span></dt> +<dd>The newly allocated OnlineLogisticRegression object</dd> +</dl> +</li> +</ul> +<a name="saveTo-java.io.OutputStream-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>saveTo</h4> +<pre>public void saveTo(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/OutputStream.html?is-external=true"; title="class or interface in java.io">OutputStream</a> out) + 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> +<div class="block">Saves a model to an output stream.</div> +<dl> +<dt><span class="throwsLabel">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> +</li> +</ul> +<a name="loadFrom-java.io.InputStream-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>loadFrom</h4> +<pre>public static <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html" title="class in org.apache.mahout.classifier.sgd">LogisticModelParameters</a> loadFrom(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/InputStream.html?is-external=true"; title="class or interface in java.io">InputStream</a> in) + 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> +<div class="block">Reads a model from a stream.</div> +<dl> +<dt><span class="throwsLabel">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> +</li> +</ul> +<a name="loadFrom-java.io.File-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>loadFrom</h4> +<pre>public static <a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html" title="class in org.apache.mahout.classifier.sgd">LogisticModelParameters</a> loadFrom(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/File.html?is-external=true"; title="class or interface in java.io">File</a> in) + 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> +<div class="block">Reads a model from a file.</div> +<dl> +<dt><span class="throwsLabel">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> - If there is an error opening or closing the file.</dd> +</dl> +</li> +</ul> +<a name="write-java.io.DataOutput-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>write</h4> +<pre>public void write(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/DataOutput.html?is-external=true"; title="class or interface in java.io">DataOutput</a> out) + 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="overrideSpecifyLabel">Specified by:</span></dt> +<dd><code>write</code> in interface <code>org.apache.hadoop.io.Writable</code></dd> +<dt><span class="throwsLabel">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> +</li> +</ul> +<a name="readFields-java.io.DataInput-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>readFields</h4> +<pre>public void readFields(<a href="http://docs.oracle.com/javase/7/docs/api/java/io/DataInput.html?is-external=true"; title="class or interface in java.io">DataInput</a> in) + 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="overrideSpecifyLabel">Specified by:</span></dt> +<dd><code>readFields</code> in interface <code>org.apache.hadoop.io.Writable</code></dd> +<dt><span class="throwsLabel">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> +</li> +</ul> +<a name="setTypeMap-java.lang.Iterable-java.util.List-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>setTypeMap</h4> +<pre>public void setTypeMap(<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Iterable.html?is-external=true"; title="class or interface in java.lang">Iterable</a><<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>> predictorList, + <a href="http://docs.oracle.com/javase/7/docs/api/java/util/List.html?is-external=true"; title="class or interface in java.util">List</a><<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>> typeList)</pre> +<div class="block">Sets the types of the predictors. This will later be used when reading CSV data. If you don't + use the CSV data and convert to vectors on your own, you don't need to call this.</div> +<dl> +<dt><span class="paramLabel">Parameters:</span></dt> +<dd><code>predictorList</code> - The list of variable names.</dd> +<dd><code>typeList</code> - The list of types in the format preferred by CsvRecordFactory.</dd> +</dl> +</li> +</ul> +<a name="setTargetVariable-java.lang.String-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>setTargetVariable</h4> +<pre>public void setTargetVariable(<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> targetVariable)</pre> +<div class="block">Sets the target variable. If you don't use the CSV record factory, then this is irrelevant.</div> +<dl> +<dt><span class="paramLabel">Parameters:</span></dt> +<dd><code>targetVariable</code> - The name of the target variable.</dd> +</dl> +</li> +</ul> +<a name="setMaxTargetCategories-int-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>setMaxTargetCategories</h4> +<pre>public void setMaxTargetCategories(int maxTargetCategories)</pre> +<div class="block">Sets the number of target categories to be considered.</div> +<dl> +<dt><span class="paramLabel">Parameters:</span></dt> +<dd><code>maxTargetCategories</code> - The number of target categories.</dd> +</dl> +</li> +</ul> +<a name="setNumFeatures-int-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>setNumFeatures</h4> +<pre>public void setNumFeatures(int numFeatures)</pre> +</li> +</ul> +<a name="setTargetCategories-java.util.List-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>setTargetCategories</h4> +<pre>public void setTargetCategories(<a href="http://docs.oracle.com/javase/7/docs/api/java/util/List.html?is-external=true"; 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title="class or interface in java.lang">String</a>,<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>> map)</pre> +</li> +</ul> +<a name="getNumFeatures--"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getNumFeatures</h4> +<pre>public int getNumFeatures()</pre> +</li> +</ul> +<a name="getMaxTargetCategories--"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getMaxTargetCategories</h4> +<pre>public int getMaxTargetCategories()</pre> +</li> +</ul> +<a name="getLambda--"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getLambda</h4> +<pre>public double getLambda()</pre> +</li> +</ul> +<a name="setLambda-double-"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>setLambda</h4> +<pre>public void setLambda(double lambda)</pre> +</li> +</ul> +<a name="getLearningRate--"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getLearningRate</h4> +<pre>public double getLearningRate()</pre> +</li> +</ul> +<a name="setLearningRate-double-"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>setLearningRate</h4> +<pre>public void setLearningRate(double learningRate)</pre> +</li> +</ul> +</li> +</ul> +</li> +</ul> +</div> +</div> +<!-- ========= END OF CLASS DATA ========= --> +<!-- ======= 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><a href="package-summary.html">Package</a></li> +<li class="navBarCell1Rev">Class</li> +<li><a href="class-use/LogisticModelParameters.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/sgd/AdaptiveLogisticModelParameters.html" title="class in org.apache.mahout.classifier.sgd"><span class="typeNameLink">Prev Class</span></a></li> +<li><a href="../../../../../org/apache/mahout/classifier/sgd/PrintResourceOrFile.html" title="class in org.apache.mahout.classifier.sgd"><span class="typeNameLink">Next Class</span></a></li> +</ul> +<ul class="navList"> +<li><a href="../../../../../index.html?org/apache/mahout/classifier/sgd/LogisticModelParameters.html" target="_top">Frames</a></li> +<li><a href="LogisticModelParameters.html" target="_top">No Frames</a></li> +</ul> +<ul class="navList" id="allclasses_navbar_bottom"> +<li><a href="../../../../../allclasses-noframe.html">All Classes</a></li> +</ul> +<div> +<script type="text/javascript"><!-- + allClassesLink = document.getElementById("allclasses_navbar_bottom"); 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title="class or interface in java.lang">Object</a></pre> +<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> +</li> +</ul> +</div> +<div class="summary"> +<ul class="blockList"> +<li class="blockList"> +<!-- ========== METHOD SUMMARY =========== --> +<ul class="blockList"> +<li class="blockList"><a name="method.summary"> +<!-- --> +</a> +<h3>Method Summary</h3> +<table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation"> +<caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t1" class="tableTab"><span><a href="javascript:show(1);">Static Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption> +<tr> +<th class="colFirst" scope="col">Modifier and Type</th> +<th class="colLast" scope="col">Method and Description</th> +</tr> +<tr id="i0" class="altColor"> +<td class="colFirst"><code>static void</code></td> +<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/PrintResourceOrFile.html#main-java.lang.String:A-">main</a></span>(<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>[] args)</code> </td> +</tr> +</table> +<ul class="blockList"> +<li class="blockList"><a name="methods.inherited.from.class.java.lang.Object"> +<!-- --> +</a> +<h3>Methods inherited from class java.lang.<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></h3> +<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 /Object.html?is-external=true#notifyAll--" title="class or interface in java.lang">notifyAll</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#toString--"; title="class or interface in java.lang">toString</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait--"; title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait-long-"; title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait-long-int-"; title="class or interface in java.lang">wait</a></code></li> +</ul> +</li> +</ul> +</li> +</ul> +</div> +<div class="details"> +<ul class="blockList"> +<li class="blockList"> +<!-- ============ METHOD DETAIL ========== --> +<ul class="blockList"> +<li class="blockList"><a name="method.detail"> +<!-- --> +</a> +<h3>Method Detail</h3> +<a name="main-java.lang.String:A-"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>main</h4> +<pre>public static void main(<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>[] args) + 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="throwsLabel">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> +</ul> +</li> +</ul> +</li> +</ul> +</div> +</div> +<!-- ========= END OF CLASS DATA ========= --> +<!-- ======= 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><a href="package-summary.html">Package</a></li> +<li class="navBarCell1Rev">Class</li> +<li><a href="class-use/PrintResourceOrFile.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/sgd/LogisticModelParameters.html" title="class in org.apache.mahout.classifier.sgd"><span class="typeNameLink">Prev Class</span></a></li> +<li><a href="../../../../../org/apache/mahout/classifier/sgd/RunAdaptiveLogistic.html" title="class in org.apache.mahout.classifier.sgd"><span class="typeNameLink">Next Class</span></a></li> +</ul> +<ul class="navList"> +<li><a href="../../../../../index.html?org/apache/mahout/classifier/sgd/PrintResourceOrFile.html" target="_top">Frames</a></li> +<li><a href="PrintResourceOrFile.html" target="_top">No Frames</a></li> +</ul> +<ul class="navList" id="allclasses_navbar_bottom"> +<li><a href="../../../../../allclasses-noframe.html">All Classes</a></li> +</ul> +<div> +<script type="text/javascript"><!-- + allClassesLink = document.getElementById("allclasses_navbar_bottom"); 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