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[32/51] [partial] opennlp-site git commit: Update site
http://git-wip-us.apache.org/repos/asf/opennlp-site/blob/65c7400d/docs/1.8.0/apidocs/opennlp-tools/opennlp/tools/doccat/DocumentCategorizer.html
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+<title>DocumentCategorizer (Apache OpenNLP Tools 1.8.0 API)</title>
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+<div class="header">
+<div class="subTitle">opennlp.tools.doccat</div>
+<h2 title="Interface DocumentCategorizer" class="title">Interface DocumentCategorizer</h2>
+</div>
+<div class="contentContainer">
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<dl>
+<dt>All Known Implementing Classes:</dt>
+<dd><a href="../../../opennlp/tools/doccat/DocumentCategorizerME.html" title="class in opennlp.tools.doccat">DocumentCategorizerME</a></dd>
+</dl>
+<hr>
+<br>
+<pre>public interface <span class="typeNameLabel">DocumentCategorizer</span></pre>
+<div class="block">Interface for classes which categorize documents.</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="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd"> </span></span><span id="t3" class="tableTab"><span><a href="javascript:show(4);">Abstract 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>double[]</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html#categorize-java.lang.String:A-">categorize</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>[] text)</code>
+<div class="block">Categorizes the given text, provided in separate tokens.</div>
+</td>
+</tr>
+<tr id="i1" class="rowColor">
+<td class="colFirst"><code>double[]</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html#categorize-java.lang.String:A-java.util.Map-">categorize</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>[] text,
+ <a href="http://docs.oracle.com/javase/8/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/8/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/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a>> extraInformation)</code>
+<div class="block">Categorize the given text provided as tokens along with
+ the provided extra information</div>
+</td>
+</tr>
+<tr id="i2" class="altColor">
+<td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/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="../../../opennlp/tools/doccat/DocumentCategorizer.html#getAllResults-double:A-">getAllResults</a></span>(double[] results)</code>
+<div class="block">get the name of the category associated with the given probabilties</div>
+</td>
+</tr>
+<tr id="i3" class="rowColor">
+<td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/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="../../../opennlp/tools/doccat/DocumentCategorizer.html#getBestCategory-double:A-">getBestCategory</a></span>(double[] outcome)</code>
+<div class="block">get the best category from previously generated outcome probabilities</div>
+</td>
+</tr>
+<tr id="i4" class="altColor">
+<td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/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="../../../opennlp/tools/doccat/DocumentCategorizer.html#getCategory-int-">getCategory</a></span>(int index)</code>
+<div class="block">get the category at a given index</div>
+</td>
+</tr>
+<tr id="i5" class="rowColor">
+<td class="colFirst"><code>int</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html#getIndex-java.lang.String-">getIndex</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> category)</code>
+<div class="block">get the index of a certain category</div>
+</td>
+</tr>
+<tr id="i6" class="altColor">
+<td class="colFirst"><code>int</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html#getNumberOfCategories--">getNumberOfCategories</a></span>()</code>
+<div class="block">get the number of categories</div>
+</td>
+</tr>
+<tr id="i7" class="rowColor">
+<td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/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/8/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/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html#scoreMap-java.lang.String:A-">scoreMap</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>[] text)</code>
+<div class="block">Returns a map in which the key is the category name and the value is the score</div>
+</td>
+</tr>
+<tr id="i8" class="altColor">
+<td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/util/SortedMap.html?is-external=true" title="class or interface in java.util">SortedMap</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><<a href="http://docs.oracle.com/javase/8/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="../../../opennlp/tools/doccat/DocumentCategorizer.html#sortedScoreMap-java.lang.String:A-">sortedScoreMap</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>[] text)</code>
+<div class="block">Get a map of the scores sorted in ascending aorder together with their associated categories.</div>
+</td>
+</tr>
+</table>
+</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="categorize-java.lang.String:A-java.util.Map-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>categorize</h4>
+<pre>double[] categorize(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>[] text,
+ <a href="http://docs.oracle.com/javase/8/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/8/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/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a>> extraInformation)</pre>
+<div class="block">Categorize the given text provided as tokens along with
+ the provided extra information</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>text</code> - the tokens of text to categorize</dd>
+<dd><code>extraInformation</code> - extra information</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>per category probabilities</dd>
+</dl>
+</li>
+</ul>
+<a name="categorize-java.lang.String:A-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>categorize</h4>
+<pre>double[] categorize(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>[] text)</pre>
+<div class="block">Categorizes the given text, provided in separate tokens.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>text</code> - the tokens of text to categorize</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>per category probabilities</dd>
+</dl>
+</li>
+</ul>
+<a name="getBestCategory-double:A-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getBestCategory</h4>
+<pre><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> getBestCategory(double[] outcome)</pre>
+<div class="block">get the best category from previously generated outcome probabilities</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>outcome</code> - a vector of outcome probabilities</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>the best category String</dd>
+</dl>
+</li>
+</ul>
+<a name="getIndex-java.lang.String-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getIndex</h4>
+<pre>int getIndex(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> category)</pre>
+<div class="block">get the index of a certain category</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>category</code> - the category</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>an index</dd>
+</dl>
+</li>
+</ul>
+<a name="getCategory-int-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getCategory</h4>
+<pre><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> getCategory(int index)</pre>
+<div class="block">get the category at a given index</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>index</code> - the index</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>a category</dd>
+</dl>
+</li>
+</ul>
+<a name="getNumberOfCategories--">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getNumberOfCategories</h4>
+<pre>int getNumberOfCategories()</pre>
+<div class="block">get the number of categories</div>
+<dl>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>the no. of categories</dd>
+</dl>
+</li>
+</ul>
+<a name="getAllResults-double:A-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getAllResults</h4>
+<pre><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> getAllResults(double[] results)</pre>
+<div class="block">get the name of the category associated with the given probabilties</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>results</code> - the probabilities of each category</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>the name of the outcome</dd>
+</dl>
+</li>
+</ul>
+<a name="scoreMap-java.lang.String:A-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>scoreMap</h4>
+<pre><a href="http://docs.oracle.com/javase/8/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/8/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/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> scoreMap(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>[] text)</pre>
+<div class="block">Returns a map in which the key is the category name and the value is the score</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>text</code> - the input text to classify</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>a map with the score as a key. The value is a Set of categories with the score.</dd>
+</dl>
+</li>
+</ul>
+<a name="sortedScoreMap-java.lang.String:A-">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>sortedScoreMap</h4>
+<pre><a href="http://docs.oracle.com/javase/8/docs/api/java/util/SortedMap.html?is-external=true" title="class or interface in java.util">SortedMap</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>>> sortedScoreMap(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>[] text)</pre>
+<div class="block">Get a map of the scores sorted in ascending aorder together with their associated categories.
+ Many categories can have the same score, hence the Set as value</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>text</code> - the input text to classify</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>a map with the score as a key. The value is a Set of categories with the score.</dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+</div>
+<!-- ========= END OF CLASS DATA ========= -->
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+<li><a href="#method.summary">Method</a></li>
+</ul>
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diff --git a/docs/1.8.0/apidocs/opennlp-tools/opennlp/tools/doccat/DocumentCategorizerEvaluator.html b/docs/1.8.0/apidocs/opennlp-tools/opennlp/tools/doccat/DocumentCategorizerEvaluator.html
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+<div class="subTitle">opennlp.tools.doccat</div>
+<h2 title="Class DocumentCategorizerEvaluator" class="title">Class DocumentCategorizerEvaluator</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">java.lang.Object</a></li>
+<li>
+<ul class="inheritance">
+<li><a href="../../../opennlp/tools/util/eval/Evaluator.html" title="class in opennlp.tools.util.eval">opennlp.tools.util.eval.Evaluator</a><<a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat">DocumentSample</a>></li>
+<li>
+<ul class="inheritance">
+<li>opennlp.tools.doccat.DocumentCategorizerEvaluator</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<hr>
+<br>
+<pre>public class <span class="typeNameLabel">DocumentCategorizerEvaluator</span>
+extends <a href="../../../opennlp/tools/util/eval/Evaluator.html" title="class in opennlp.tools.util.eval">Evaluator</a><<a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat">DocumentSample</a>></pre>
+<div class="block">The <a href="../../../opennlp/tools/doccat/DocumentCategorizerEvaluator.html" title="class in opennlp.tools.doccat"><code>DocumentCategorizerEvaluator</code></a> measures the performance of
+ the given <a href="../../../opennlp/tools/doccat/DocumentCategorizer.html" title="interface in opennlp.tools.doccat"><code>DocumentCategorizer</code></a> with the provided reference
+ <a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat"><code>DocumentSample</code></a>s.</div>
+<dl>
+<dt><span class="seeLabel">See Also:</span></dt>
+<dd><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html" title="interface in opennlp.tools.doccat"><code>DocumentCategorizer</code></a>,
+<a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat"><code>DocumentSample</code></a></dd>
+</dl>
+</li>
+</ul>
+</div>
+<div class="summary">
+<ul class="blockList">
+<li class="blockList">
+<!-- ======== CONSTRUCTOR SUMMARY ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="constructor.summary">
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+</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="../../../opennlp/tools/doccat/DocumentCategorizerEvaluator.html#DocumentCategorizerEvaluator-opennlp.tools.doccat.DocumentCategorizer-opennlp.tools.doccat.DoccatEvaluationMonitor...-">DocumentCategorizerEvaluator</a></span>(<a href="../../../opennlp/tools/doccat/DocumentCategorizer.html" title="interface in opennlp.tools.doccat">DocumentCategorizer</a> categorizer,
+ <a href="../../../opennlp/tools/doccat/DoccatEvaluationMonitor.html" title="interface in opennlp.tools.doccat">DoccatEvaluationMonitor</a>... listeners)</code>
+<div class="block">Initializes the current instance.</div>
+</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="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>double</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../opennlp/tools/doccat/DocumentCategorizerEvaluator.html#getAccuracy--">getAccuracy</a></span>()</code>
+<div class="block">Retrieves the accuracy of provided <a href="../../../opennlp/tools/doccat/DocumentCategorizer.html" title="interface in opennlp.tools.doccat"><code>DocumentCategorizer</code></a>.</div>
+</td>
+</tr>
+<tr id="i1" class="rowColor">
+<td class="colFirst"><code>long</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../opennlp/tools/doccat/DocumentCategorizerEvaluator.html#getDocumentCount--">getDocumentCount</a></span>()</code> </td>
+</tr>
+<tr id="i2" class="altColor">
+<td class="colFirst"><code><a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat">DocumentSample</a></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../opennlp/tools/doccat/DocumentCategorizerEvaluator.html#processSample-opennlp.tools.doccat.DocumentSample-">processSample</a></span>(<a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat">DocumentSample</a> sample)</code>
+<div class="block">Evaluates the given reference <a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat"><code>DocumentSample</code></a> object.</div>
+</td>
+</tr>
+<tr id="i3" class="rowColor">
+<td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/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="../../../opennlp/tools/doccat/DocumentCategorizerEvaluator.html#toString--">toString</a></span>()</code>
+<div class="block">Represents this objects as human readable <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang"><code>String</code></a>.</div>
+</td>
+</tr>
+</table>
+<ul class="blockList">
+<li class="blockList"><a name="methods.inherited.from.class.opennlp.tools.util.eval.Evaluator">
+<!-- -->
+</a>
+<h3>Methods inherited from class opennlp.tools.util.eval.<a href="../../../opennlp/tools/util/eval/Evaluator.html" title="class in opennlp.tools.util.eval">Evaluator</a></h3>
+<code><a href="../../../opennlp/tools/util/eval/Evaluator.html#evaluate-opennlp.tools.util.ObjectStream-">evaluate</a>, <a href="../../../opennlp/tools/util/eval/Evaluator.html#evaluateSample-T-">evaluateSample</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/8/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/8/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/8/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/8/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/8/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/8/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/8/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/8/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/8/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="DocumentCategorizerEvaluator-opennlp.tools.doccat.DocumentCategorizer-opennlp.tools.doccat.DoccatEvaluationMonitor...-">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>DocumentCategorizerEvaluator</h4>
+<pre>public DocumentCategorizerEvaluator(<a href="../../../opennlp/tools/doccat/DocumentCategorizer.html" title="interface in opennlp.tools.doccat">DocumentCategorizer</a> categorizer,
+ <a href="../../../opennlp/tools/doccat/DoccatEvaluationMonitor.html" title="interface in opennlp.tools.doccat">DoccatEvaluationMonitor</a>... listeners)</pre>
+<div class="block">Initializes the current instance.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>categorizer</code> - the document categorizer instance</dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+<!-- ============ METHOD DETAIL ========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method.detail">
+<!-- -->
+</a>
+<h3>Method Detail</h3>
+<a name="processSample-opennlp.tools.doccat.DocumentSample-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>processSample</h4>
+<pre>public <a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat">DocumentSample</a> processSample(<a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat">DocumentSample</a> sample)</pre>
+<div class="block">Evaluates the given reference <a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat"><code>DocumentSample</code></a> object.
+
+ This is done by categorizing the document from the provided
+ <a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat"><code>DocumentSample</code></a>. The detected category is then used
+ to calculate and update the score.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>sample</code> - the reference <a href="../../../opennlp/tools/tokenize/TokenSample.html" title="class in opennlp.tools.tokenize"><code>TokenSample</code></a>.</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>the predicted sample</dd>
+</dl>
+</li>
+</ul>
+<a name="getAccuracy--">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getAccuracy</h4>
+<pre>public double getAccuracy()</pre>
+<div class="block">Retrieves the accuracy of provided <a href="../../../opennlp/tools/doccat/DocumentCategorizer.html" title="interface in opennlp.tools.doccat"><code>DocumentCategorizer</code></a>.
+
+ accuracy = correctly categorized documents / total documents</div>
+<dl>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>the accuracy</dd>
+</dl>
+</li>
+</ul>
+<a name="getDocumentCount--">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getDocumentCount</h4>
+<pre>public long getDocumentCount()</pre>
+</li>
+</ul>
+<a name="toString--">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>toString</h4>
+<pre>public <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> toString()</pre>
+<div class="block">Represents this objects as human readable <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang"><code>String</code></a>.</div>
+<dl>
+<dt><span class="overrideSpecifyLabel">Overrides:</span></dt>
+<dd><code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#toString--" title="class or interface in java.lang">toString</a></code> in class <code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a></code></dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+</div>
+<!-- ========= END OF CLASS DATA ========= -->
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+<li>Field | </li>
+<li><a href="#constructor.summary">Constr</a> | </li>
+<li><a href="#methods.inherited.from.class.opennlp.tools.util.AbstractEventStream">Method</a></li>
+</ul>
+<ul class="subNavList">
+<li>Detail: </li>
+<li>Field | </li>
+<li><a href="#constructor.detail">Constr</a> | </li>
+<li>Method</li>
+</ul>
+</div>
+<a name="skip.navbar.top">
+<!-- -->
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+<!-- ========= END OF TOP NAVBAR ========= -->
+<!-- ======== START OF CLASS DATA ======== -->
+<div class="header">
+<div class="subTitle">opennlp.tools.doccat</div>
+<h2 title="Class DocumentCategorizerEventStream" class="title">Class DocumentCategorizerEventStream</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">java.lang.Object</a></li>
+<li>
+<ul class="inheritance">
+<li><a href="../../../opennlp/tools/util/AbstractEventStream.html" title="class in opennlp.tools.util">opennlp.tools.util.AbstractEventStream</a><<a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat">DocumentSample</a>></li>
+<li>
+<ul class="inheritance">
+<li>opennlp.tools.doccat.DocumentCategorizerEventStream</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<dl>
+<dt>All Implemented Interfaces:</dt>
+<dd><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a>, <a href="../../../opennlp/tools/util/ObjectStream.html" title="interface in opennlp.tools.util">ObjectStream</a><<a href="../../../opennlp/tools/ml/model/Event.html" title="class in opennlp.tools.ml.model">Event</a>></dd>
+</dl>
+<hr>
+<br>
+<pre>public class <span class="typeNameLabel">DocumentCategorizerEventStream</span>
+extends <a href="../../../opennlp/tools/util/AbstractEventStream.html" title="class in opennlp.tools.util">AbstractEventStream</a><<a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat">DocumentSample</a>></pre>
+<div class="block">Iterator-like class for modeling document classification events.</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="../../../opennlp/tools/doccat/DocumentCategorizerEventStream.html#DocumentCategorizerEventStream-opennlp.tools.util.ObjectStream-">DocumentCategorizerEventStream</a></span>(<a href="../../../opennlp/tools/util/ObjectStream.html" title="interface in opennlp.tools.util">ObjectStream</a><<a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat">DocumentSample</a>> samples)</code>
+<div class="block">Initializes the current instance.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colOne"><code><span class="memberNameLink"><a href="../../../opennlp/tools/doccat/DocumentCategorizerEventStream.html#DocumentCategorizerEventStream-opennlp.tools.util.ObjectStream-opennlp.tools.doccat.FeatureGenerator...-">DocumentCategorizerEventStream</a></span>(<a href="../../../opennlp/tools/util/ObjectStream.html" title="interface in opennlp.tools.util">ObjectStream</a><<a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat">DocumentSample</a>> data,
+ <a href="../../../opennlp/tools/doccat/FeatureGenerator.html" title="interface in opennlp.tools.doccat">FeatureGenerator</a>... featureGenerators)</code>
+<div class="block">Initializes the current instance via samples and feature generators.</div>
+</td>
+</tr>
+</table>
+</li>
+</ul>
+<!-- ========== METHOD SUMMARY =========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method.summary">
+<!-- -->
+</a>
+<h3>Method Summary</h3>
+<ul class="blockList">
+<li class="blockList"><a name="methods.inherited.from.class.opennlp.tools.util.AbstractEventStream">
+<!-- -->
+</a>
+<h3>Methods inherited from class opennlp.tools.util.<a href="../../../opennlp/tools/util/AbstractEventStream.html" title="class in opennlp.tools.util">AbstractEventStream</a></h3>
+<code><a href="../../../opennlp/tools/util/AbstractEventStream.html#close--">close</a>, <a href="../../../opennlp/tools/util/AbstractEventStream.html#read--">read</a>, <a href="../../../opennlp/tools/util/AbstractEventStream.html#reset--">reset</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/8/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/8/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/8/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/8/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/8/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/8/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/8/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/8/docs/api/j
ava/lang/Object.html?is-external=true#wait--" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/8/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/8/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="DocumentCategorizerEventStream-opennlp.tools.util.ObjectStream-opennlp.tools.doccat.FeatureGenerator...-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>DocumentCategorizerEventStream</h4>
+<pre>public DocumentCategorizerEventStream(<a href="../../../opennlp/tools/util/ObjectStream.html" title="interface in opennlp.tools.util">ObjectStream</a><<a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat">DocumentSample</a>> data,
+ <a href="../../../opennlp/tools/doccat/FeatureGenerator.html" title="interface in opennlp.tools.doccat">FeatureGenerator</a>... featureGenerators)</pre>
+<div class="block">Initializes the current instance via samples and feature generators.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>data</code> - <a href="../../../opennlp/tools/util/ObjectStream.html" title="interface in opennlp.tools.util"><code>ObjectStream</code></a> of <a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat"><code>DocumentSample</code></a>s</dd>
+<dd><code>featureGenerators</code> - the feature generators</dd>
+</dl>
+</li>
+</ul>
+<a name="DocumentCategorizerEventStream-opennlp.tools.util.ObjectStream-">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>DocumentCategorizerEventStream</h4>
+<pre>public DocumentCategorizerEventStream(<a href="../../../opennlp/tools/util/ObjectStream.html" title="interface in opennlp.tools.util">ObjectStream</a><<a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat">DocumentSample</a>> samples)</pre>
+<div class="block">Initializes the current instance.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>samples</code> - <a href="../../../opennlp/tools/util/ObjectStream.html" title="interface in opennlp.tools.util"><code>ObjectStream</code></a> of <a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat"><code>DocumentSample</code></a>s</dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+</div>
+<!-- ========= END OF CLASS DATA ========= -->
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http://git-wip-us.apache.org/repos/asf/opennlp-site/blob/65c7400d/docs/1.8.0/apidocs/opennlp-tools/opennlp/tools/doccat/DocumentCategorizerME.html
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+<title>DocumentCategorizerME (Apache OpenNLP Tools 1.8.0 API)</title>
+<meta name="date" content="2017-05-10">
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+ }
+ catch(err) {
+ }
+//-->
+var methods = {"i0":10,"i1":10,"i2":10,"i3":10,"i4":10,"i5":10,"i6":10,"i7":10,"i8":10,"i9":9};
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+<li>Summary: </li>
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+<li>Field | </li>
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+<li><a href="#method.summary">Method</a></li>
+</ul>
+<ul class="subNavList">
+<li>Detail: </li>
+<li>Field | </li>
+<li><a href="#constructor.detail">Constr</a> | </li>
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+</ul>
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+<!-- ========= END OF TOP NAVBAR ========= -->
+<!-- ======== START OF CLASS DATA ======== -->
+<div class="header">
+<div class="subTitle">opennlp.tools.doccat</div>
+<h2 title="Class DocumentCategorizerME" class="title">Class DocumentCategorizerME</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">java.lang.Object</a></li>
+<li>
+<ul class="inheritance">
+<li>opennlp.tools.doccat.DocumentCategorizerME</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<dl>
+<dt>All Implemented Interfaces:</dt>
+<dd><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html" title="interface in opennlp.tools.doccat">DocumentCategorizer</a></dd>
+</dl>
+<hr>
+<br>
+<pre>public class <span class="typeNameLabel">DocumentCategorizerME</span>
+extends <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a>
+implements <a href="../../../opennlp/tools/doccat/DocumentCategorizer.html" title="interface in opennlp.tools.doccat">DocumentCategorizer</a></pre>
+<div class="block">Maxent implementation of <a href="../../../opennlp/tools/doccat/DocumentCategorizer.html" title="interface in opennlp.tools.doccat"><code>DocumentCategorizer</code></a>.</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="../../../opennlp/tools/doccat/DocumentCategorizerME.html#DocumentCategorizerME-opennlp.tools.doccat.DoccatModel-">DocumentCategorizerME</a></span>(<a href="../../../opennlp/tools/doccat/DoccatModel.html" title="class in opennlp.tools.doccat">DoccatModel</a> model)</code>
+<div class="block">Initializes the current instance with a doccat model.</div>
+</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>double[]</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../opennlp/tools/doccat/DocumentCategorizerME.html#categorize-java.lang.String:A-">categorize</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>[] text)</code>
+<div class="block">Categorizes the given text.</div>
+</td>
+</tr>
+<tr id="i1" class="rowColor">
+<td class="colFirst"><code>double[]</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../opennlp/tools/doccat/DocumentCategorizerME.html#categorize-java.lang.String:A-java.util.Map-">categorize</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>[] text,
+ <a href="http://docs.oracle.com/javase/8/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/8/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/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a>> extraInformation)</code>
+<div class="block">Categorize the given text provided as tokens along with
+ the provided extra information</div>
+</td>
+</tr>
+<tr id="i2" class="altColor">
+<td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/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="../../../opennlp/tools/doccat/DocumentCategorizerME.html#getAllResults-double:A-">getAllResults</a></span>(double[] results)</code>
+<div class="block">get the name of the category associated with the given probabilties</div>
+</td>
+</tr>
+<tr id="i3" class="rowColor">
+<td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/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="../../../opennlp/tools/doccat/DocumentCategorizerME.html#getBestCategory-double:A-">getBestCategory</a></span>(double[] outcome)</code>
+<div class="block">get the best category from previously generated outcome probabilities</div>
+</td>
+</tr>
+<tr id="i4" class="altColor">
+<td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/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="../../../opennlp/tools/doccat/DocumentCategorizerME.html#getCategory-int-">getCategory</a></span>(int index)</code>
+<div class="block">get the category at a given index</div>
+</td>
+</tr>
+<tr id="i5" class="rowColor">
+<td class="colFirst"><code>int</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../opennlp/tools/doccat/DocumentCategorizerME.html#getIndex-java.lang.String-">getIndex</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> category)</code>
+<div class="block">get the index of a certain category</div>
+</td>
+</tr>
+<tr id="i6" class="altColor">
+<td class="colFirst"><code>int</code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../opennlp/tools/doccat/DocumentCategorizerME.html#getNumberOfCategories--">getNumberOfCategories</a></span>()</code>
+<div class="block">get the number of categories</div>
+</td>
+</tr>
+<tr id="i7" class="rowColor">
+<td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/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/8/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/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../opennlp/tools/doccat/DocumentCategorizerME.html#scoreMap-java.lang.String:A-">scoreMap</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>[] text)</code>
+<div class="block">Returns a map in which the key is the category name and the value is the score</div>
+</td>
+</tr>
+<tr id="i8" class="altColor">
+<td class="colFirst"><code><a href="http://docs.oracle.com/javase/8/docs/api/java/util/SortedMap.html?is-external=true" title="class or interface in java.util">SortedMap</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><<a href="http://docs.oracle.com/javase/8/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="../../../opennlp/tools/doccat/DocumentCategorizerME.html#sortedScoreMap-java.lang.String:A-">sortedScoreMap</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>[] text)</code>
+<div class="block">Returns a map with the score as a key in ascending order.</div>
+</td>
+</tr>
+<tr id="i9" class="rowColor">
+<td class="colFirst"><code>static <a href="../../../opennlp/tools/doccat/DoccatModel.html" title="class in opennlp.tools.doccat">DoccatModel</a></code></td>
+<td class="colLast"><code><span class="memberNameLink"><a href="../../../opennlp/tools/doccat/DocumentCategorizerME.html#train-java.lang.String-opennlp.tools.util.ObjectStream-opennlp.tools.util.TrainingParameters-opennlp.tools.doccat.DoccatFactory-">train</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> languageCode,
+ <a href="../../../opennlp/tools/util/ObjectStream.html" title="interface in opennlp.tools.util">ObjectStream</a><<a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat">DocumentSample</a>> samples,
+ <a href="../../../opennlp/tools/util/TrainingParameters.html" title="class in opennlp.tools.util">TrainingParameters</a> mlParams,
+ <a href="../../../opennlp/tools/doccat/DoccatFactory.html" title="class in opennlp.tools.doccat">DoccatFactory</a> factory)</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/8/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/8/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/8/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/8/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/8/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/8/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/8/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/8/docs/api/j
ava/lang/Object.html?is-external=true#wait--" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/8/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/8/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="DocumentCategorizerME-opennlp.tools.doccat.DoccatModel-">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>DocumentCategorizerME</h4>
+<pre>public DocumentCategorizerME(<a href="../../../opennlp/tools/doccat/DoccatModel.html" title="class in opennlp.tools.doccat">DoccatModel</a> model)</pre>
+<div class="block">Initializes the current instance with a doccat model. Default feature
+ generation is used.</div>
+<dl>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>model</code> - the doccat model</dd>
+</dl>
+</li>
+</ul>
+</li>
+</ul>
+<!-- ============ METHOD DETAIL ========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method.detail">
+<!-- -->
+</a>
+<h3>Method Detail</h3>
+<a name="categorize-java.lang.String:A-java.util.Map-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>categorize</h4>
+<pre>public double[] categorize(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>[] text,
+ <a href="http://docs.oracle.com/javase/8/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/8/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/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a>> extraInformation)</pre>
+<div class="block">Categorize the given text provided as tokens along with
+ the provided extra information</div>
+<dl>
+<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
+<dd><code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html#categorize-java.lang.String:A-java.util.Map-">categorize</a></code> in interface <code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html" title="interface in opennlp.tools.doccat">DocumentCategorizer</a></code></dd>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>text</code> - text tokens to categorize</dd>
+<dd><code>extraInformation</code> - additional information</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>per category probabilities</dd>
+</dl>
+</li>
+</ul>
+<a name="categorize-java.lang.String:A-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>categorize</h4>
+<pre>public double[] categorize(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>[] text)</pre>
+<div class="block">Categorizes the given text.</div>
+<dl>
+<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
+<dd><code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html#categorize-java.lang.String:A-">categorize</a></code> in interface <code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html" title="interface in opennlp.tools.doccat">DocumentCategorizer</a></code></dd>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>text</code> - the text to categorize</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>per category probabilities</dd>
+</dl>
+</li>
+</ul>
+<a name="scoreMap-java.lang.String:A-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>scoreMap</h4>
+<pre>public <a href="http://docs.oracle.com/javase/8/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/8/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/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> scoreMap(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>[] text)</pre>
+<div class="block">Returns a map in which the key is the category name and the value is the score</div>
+<dl>
+<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
+<dd><code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html#scoreMap-java.lang.String:A-">scoreMap</a></code> in interface <code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html" title="interface in opennlp.tools.doccat">DocumentCategorizer</a></code></dd>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>text</code> - the input text to classify</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>the score map</dd>
+</dl>
+</li>
+</ul>
+<a name="sortedScoreMap-java.lang.String:A-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>sortedScoreMap</h4>
+<pre>public <a href="http://docs.oracle.com/javase/8/docs/api/java/util/SortedMap.html?is-external=true" title="class or interface in java.util">SortedMap</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>>> sortedScoreMap(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>[] text)</pre>
+<div class="block">Returns a map with the score as a key in ascending order.
+ The value is a Set of categories with the score.
+ Many categories can have the same score, hence the Set as value</div>
+<dl>
+<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
+<dd><code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html#sortedScoreMap-java.lang.String:A-">sortedScoreMap</a></code> in interface <code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html" title="interface in opennlp.tools.doccat">DocumentCategorizer</a></code></dd>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>text</code> - the input text to classify</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>the sorted score map</dd>
+</dl>
+</li>
+</ul>
+<a name="getBestCategory-double:A-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getBestCategory</h4>
+<pre>public <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> getBestCategory(double[] outcome)</pre>
+<div class="block"><span class="descfrmTypeLabel">Description copied from interface: <code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html#getBestCategory-double:A-">DocumentCategorizer</a></code></span></div>
+<div class="block">get the best category from previously generated outcome probabilities</div>
+<dl>
+<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
+<dd><code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html#getBestCategory-double:A-">getBestCategory</a></code> in interface <code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html" title="interface in opennlp.tools.doccat">DocumentCategorizer</a></code></dd>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>outcome</code> - a vector of outcome probabilities</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>the best category String</dd>
+</dl>
+</li>
+</ul>
+<a name="getIndex-java.lang.String-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getIndex</h4>
+<pre>public int getIndex(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> category)</pre>
+<div class="block"><span class="descfrmTypeLabel">Description copied from interface: <code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html#getIndex-java.lang.String-">DocumentCategorizer</a></code></span></div>
+<div class="block">get the index of a certain category</div>
+<dl>
+<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
+<dd><code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html#getIndex-java.lang.String-">getIndex</a></code> in interface <code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html" title="interface in opennlp.tools.doccat">DocumentCategorizer</a></code></dd>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>category</code> - the category</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>an index</dd>
+</dl>
+</li>
+</ul>
+<a name="getCategory-int-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getCategory</h4>
+<pre>public <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> getCategory(int index)</pre>
+<div class="block"><span class="descfrmTypeLabel">Description copied from interface: <code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html#getCategory-int-">DocumentCategorizer</a></code></span></div>
+<div class="block">get the category at a given index</div>
+<dl>
+<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
+<dd><code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html#getCategory-int-">getCategory</a></code> in interface <code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html" title="interface in opennlp.tools.doccat">DocumentCategorizer</a></code></dd>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>index</code> - the index</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>a category</dd>
+</dl>
+</li>
+</ul>
+<a name="getNumberOfCategories--">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getNumberOfCategories</h4>
+<pre>public int getNumberOfCategories()</pre>
+<div class="block"><span class="descfrmTypeLabel">Description copied from interface: <code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html#getNumberOfCategories--">DocumentCategorizer</a></code></span></div>
+<div class="block">get the number of categories</div>
+<dl>
+<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
+<dd><code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html#getNumberOfCategories--">getNumberOfCategories</a></code> in interface <code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html" title="interface in opennlp.tools.doccat">DocumentCategorizer</a></code></dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>the no. of categories</dd>
+</dl>
+</li>
+</ul>
+<a name="getAllResults-double:A-">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getAllResults</h4>
+<pre>public <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> getAllResults(double[] results)</pre>
+<div class="block"><span class="descfrmTypeLabel">Description copied from interface: <code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html#getAllResults-double:A-">DocumentCategorizer</a></code></span></div>
+<div class="block">get the name of the category associated with the given probabilties</div>
+<dl>
+<dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
+<dd><code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html#getAllResults-double:A-">getAllResults</a></code> in interface <code><a href="../../../opennlp/tools/doccat/DocumentCategorizer.html" title="interface in opennlp.tools.doccat">DocumentCategorizer</a></code></dd>
+<dt><span class="paramLabel">Parameters:</span></dt>
+<dd><code>results</code> - the probabilities of each category</dd>
+<dt><span class="returnLabel">Returns:</span></dt>
+<dd>the name of the outcome</dd>
+</dl>
+</li>
+</ul>
+<a name="train-java.lang.String-opennlp.tools.util.ObjectStream-opennlp.tools.util.TrainingParameters-opennlp.tools.doccat.DoccatFactory-">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>train</h4>
+<pre>public static <a href="../../../opennlp/tools/doccat/DoccatModel.html" title="class in opennlp.tools.doccat">DoccatModel</a> train(<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> languageCode,
+ <a href="../../../opennlp/tools/util/ObjectStream.html" title="interface in opennlp.tools.util">ObjectStream</a><<a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat">DocumentSample</a>> samples,
+ <a href="../../../opennlp/tools/util/TrainingParameters.html" title="class in opennlp.tools.util">TrainingParameters</a> mlParams,
+ <a href="../../../opennlp/tools/doccat/DoccatFactory.html" title="class in opennlp.tools.doccat">DoccatFactory</a> factory)
+ throws <a href="http://docs.oracle.com/javase/8/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/8/docs/api/java/io/IOException.html?is-external=true" title="class or interface in java.io">IOException</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>
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+<li class="navBarCell1Rev">Class</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="../../../opennlp/tools/doccat/DocumentCategorizerEventStream.html" title="class in opennlp.tools.doccat"><span class="typeNameLink">Prev Class</span></a></li>
+<li><a href="../../../opennlp/tools/doccat/DocumentSample.html" title="class in opennlp.tools.doccat"><span class="typeNameLink">Next Class</span></a></li>
+</ul>
+<ul class="navList">
+<li><a href="../../../index.html?opennlp/tools/doccat/DocumentCategorizerME.html" target="_top">Frames</a></li>
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+<li><a href="../../../allclasses-noframe.html">All Classes</a></li>
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+<li>Summary: </li>
+<li>Nested | </li>
+<li>Field | </li>
+<li><a href="#constructor.summary">Constr</a> | </li>
+<li><a href="#method.summary">Method</a></li>
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+<ul class="subNavList">
+<li>Detail: </li>
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+<!-- ======== END OF BOTTOM NAVBAR ======= -->
+<p class="legalCopy"><small>Copyright © 2017 <a href="https://www.apache.org/">The Apache Software Foundation</a>. All rights reserved.</small></p>
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