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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="strong">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="overviewSummary" 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><strong><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#AdaptiveLogisticModelParameters()">AdaptiveLogisticModelParameters</a></strong>()</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="overviewSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation"> +<caption><span>Methods</span><span class="tabEnd"> </span></caption> +<tr> +<th class="colFirst" scope="col">Modifier and Type</th> +<th class="colLast" scope="col">Method and Description</th> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#checkParameters()">checkParameters</a></strong>()</code> </td> +</tr> +<tr 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><strong><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#createAdaptiveLogisticRegression()">createAdaptiveLogisticRegression</a></strong>()</code> </td> +</tr> +<tr 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><strong><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#getAuc()">getAuc</a></strong>()</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>int</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#getAverageWindow()">getAverageWindow</a></strong>()</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>int</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#getInterval()">getInterval</a></strong>()</code> </td> +</tr> +<tr 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><strong><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#getPrior()">getPrior</a></strong>()</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>double</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#getPriorOption()">getPriorOption</a></strong>()</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>int</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#getThreads()">getThreads</a></strong>()</code> </td> +</tr> +<tr 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><strong><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#loadFromFile(java.io.File)">loadFromFile</a></strong>(<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 class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#readFields(java.io.DataInput)">readFields</a></strong>(<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 class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#saveTo(java.io.OutputStream)">saveTo</a></strong>(<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 class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#setAuc(java.lang.String)">setAuc</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> auc)</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#setAverageWindow(int)">setAverageWindow</a></strong>(int averageWindow)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#setInterval(int)">setInterval</a></strong>(int interval)</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#setPrior(java.lang.String)">setPrior</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> prior)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#setPriorOption(double)">setPriorOption</a></strong>(double priorOption)</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#setThreads(int)">setThreads</a></strong>(int threads)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/AdaptiveLogisticModelParameters.html#write(java.io.DataOutput)">write</a></strong>(<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"><strong>Description copied from class: <code><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#saveTo(java.io.OutputStream)">LogisticModelParameters</a></code></strong></div> +<div class="block">Saves a model to an output stream.</div> +<dl> +<dt><strong>Overrides:</strong></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="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> +</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><strong>Specified by:</strong></dt> +<dd><code>write</code> in interface <code>org.apache.hadoop.io.Writable</code></dd> +<dt><strong>Overrides:</strong></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="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> +</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><strong>Specified by:</strong></dt> +<dd><code>readFields</code> in interface <code>org.apache.hadoop.io.Writable</code></dd> +<dt><strong>Overrides:</strong></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="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> +</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="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> +</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><a href="#skip-navbar_bottom" title="Skip navigation links"></a><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="strong">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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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="strong">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="overviewSummary" 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><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#LogisticModelParameters()">LogisticModelParameters</a></strong>()</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="overviewSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation"> +<caption><span>Methods</span><span class="tabEnd"> </span></caption> +<tr> +<th class="colFirst" scope="col">Modifier and Type</th> +<th class="colLast" scope="col">Method and Description</th> +</tr> +<tr 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><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#createRegression()">createRegression</a></strong>()</code> +<div class="block">Creates a logistic regression trainer using the parameters collected here.</div> +</td> +</tr> +<tr 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><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getCsvRecordFactory()">getCsvRecordFactory</a></strong>()</code> +<div class="block">Returns a CsvRecordFactory compatible with this logistic model.</div> +</td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>double</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getLambda()">getLambda</a></strong>()</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>double</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getLearningRate()">getLearningRate</a></strong>()</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>int</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getMaxTargetCategories()">getMaxTargetCategories</a></strong>()</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>int</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getNumFeatures()">getNumFeatures</a></strong>()</code> </td> +</tr> +<tr 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><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getTargetCategories()">getTargetCategories</a></strong>()</code> </td> +</tr> +<tr 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><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getTargetVariable()">getTargetVariable</a></strong>()</code> </td> +</tr> +<tr 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><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#getTypeMap()">getTypeMap</a></strong>()</code> </td> +</tr> +<tr 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><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#loadFrom(java.io.File)">loadFrom</a></strong>(<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 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><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#loadFrom(java.io.InputStream)">loadFrom</a></strong>(<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 class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#readFields(java.io.DataInput)">readFields</a></strong>(<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 class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#saveTo(java.io.OutputStream)">saveTo</a></strong>(<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 class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setLambda(double)">setLambda</a></strong>(double lambda)</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setLearningRate(double)">setLearningRate</a></strong>(double learningRate)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setMaxTargetCategories(int)">setMaxTargetCategories</a></strong>(int maxTargetCategories)</code> +<div class="block">Sets the number of target categories to be considered.</div> +</td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setNumFeatures(int)">setNumFeatures</a></strong>(int numFeatures)</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setTargetCategories(java.util.List)">setTargetCategories</a></strong>(<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 class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setTargetVariable(java.lang.String)">setTargetVariable</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> targetVariable)</code> +<div class="block">Sets the target variable.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setTypeMap(java.lang.Iterable, java.util.List)">setTypeMap</a></strong>(<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 class="altColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setTypeMap(java.util.Map)">setTypeMap</a></strong>(<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 class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#setUseBias(boolean)">setUseBias</a></strong>(boolean useBias)</code> </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>boolean</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#useBias()">useBias</a></strong>()</code> </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>void</code></td> +<td class="colLast"><code><strong><a href="../../../../../org/apache/mahout/classifier/sgd/LogisticModelParameters.html#write(java.io.DataOutput)">write</a></strong>(<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="strong">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="strong">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="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> +</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="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> +</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="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> - 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><strong>Specified by:</strong></dt> +<dd><code>write</code> in interface <code>org.apache.hadoop.io.Writable</code></dd> +<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> +</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><strong>Specified by:</strong></dt> +<dd><code>readFields</code> in interface <code>org.apache.hadoop.io.Writable</code></dd> +<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> +</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="strong">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="strong">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="strong">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"; 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)</pre> +</li> +</ul> +<a name="getTargetCategories()"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getTargetCategories</h4> +<pre>public <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>> getTargetCategories()</pre> +</li> +</ul> +<a name="setUseBias(boolean)"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>setUseBias</h4> +<pre>public void setUseBias(boolean useBias)</pre> +</li> +</ul> +<a name="useBias()"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>useBias</h4> +<pre>public boolean useBias()</pre> +</li> +</ul> +<a name="getTargetVariable()"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getTargetVariable</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> getTargetVariable()</pre> +</li> +</ul> +<a name="getTypeMap()"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getTypeMap</h4> +<pre>public <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>> getTypeMap()</pre> +</li> +</ul> +<a name="setTypeMap(java.util.Map)"> +<!-- --> +</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/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)</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><a href="#skip-navbar_bottom" title="Skip navigation links"></a><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="strong">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="strong">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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