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name="org.apache.mahout.classifier.naivebayes.NBModel">NBModel</a></span>)</span> + </span> + </h4> + <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">nbModel</dt><dd class="cmt"><p>a trained NBModel +</p></dd></dl></div> + </li></ol> + </div> + + + + + + <div id="values" class="values members"> + <h3>Value Members</h3> + <ol><li name="scala.AnyRef#!=" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="!=(x$1:AnyRef):Boolean"></a> + <a id="!=(AnyRef):Boolean"></a> + <h4 class="signature"> + <span class="modifier_kind"> + <span class="modifier">final </span> + <span class="kind">def</span> + </span> + <span class="symbol"> + <span title="gt4s: $bang$eq" class="name">!=</span><span class="params">(<span name="arg0">arg0: <span class="extype" name="scala.AnyRef">AnyRef</span></span>)</span><span class="result">: <span class="extype" name="scala.Boolean">Boolean</span></span> + 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class="kind">def</span> + </span> + <span class="symbol"> + <span class="name">classifyFull</span><span class="params">(<span name="r">r: <span class="extype" name="org.apache.mahout.math.Vector">Vector</span></span>, <span name="instance">instance: <span class="extype" name="org.apache.mahout.math.Vector">Vector</span></span>)</span><span class="result">: <span class="extype" name="org.apache.mahout.math.Vector">Vector</span></span> + </span> + </h4> + <p class="shortcomment cmt">helper method for classifyFull(Vector)</p><div class="fullcomment"><div class="comment cmt"><p>helper method for classifyFull(Vector)</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="AbstractNBClassifier.html" class="extype" name="org.apache.mahout.classifier.naivebayes.AbstractNBClassifier">AbstractNBClassifier</a></dd></dl></div> + </li><li name="org.apache.mahout.classifier.naivebayes.AbstractNBClassifier#classifyFull" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="classifyFull(instance:org.apache.mahout.math.Vector):org.apache.mahout.math.Vector"></a> + <a id="classifyFull(Vector):Vector"></a> + <h4 class="signature"> + <span class="modifier_kind"> + <span class="modifier"></span> + <span class="kind">def</span> + </span> + <span class="symbol"> + <span class="name">classifyFull</span><span class="params">(<span name="instance">instance: <span class="extype" name="org.apache.mahout.math.Vector">Vector</span></span>)</span><span class="result">: <span class="extype" name="org.apache.mahout.math.Vector">Vector</span></span> + </span> + </h4> + <p class="shortcomment cmt">get a scoring vector for a vector of TF of TF-IDF weights</p><div class="fullcomment"><div class="comment cmt"><p>get a scoring vector for a vector of TF of TF-IDF weights</p></div><dl class="paramcmts block"><dt class="param">instance</dt><dd class="cmt"><p>vector of TF of TF-IDF weights to be classified</p></dd><dt>returns</dt><dd class="cmt"><p>a vector of scores. +</p></dd></dl><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="AbstractNBClassifier.html" class="extype" name="org.apache.mahout.classifier.naivebayes.AbstractNBClassifier">AbstractNBClassifier</a></dd></dl></div> + </li><li name="scala.AnyRef#clone" visbl="prt" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="clone():Object"></a> + <a id="clone():AnyRef"></a> + <h4 class="signature"> + <span class="modifier_kind"> + <span class="modifier"></span> + <span class="kind">def</span> + </span> + <span class="symbol"> + <span class="name">clone</span><span class="params">()</span><span class="result">: <span class="extype" name="scala.AnyRef">AnyRef</span></span> + </span> + </h4> + <div class="fullcomment"><dl class="attributes block"> <dt>Attributes</dt><dd>protected[<a href="../../../../../java$lang.html" class="extype" name="java.lang">java.lang</a>] </dd><dt>Definition Classes</dt><dd>AnyRef</dd><dt>Annotations</dt><dd> + <span 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</span> + </h4> + <div class="fullcomment"><dl class="attributes block"> <dt>Definition Classes</dt><dd>AnyRef â Any</dd></dl></div> + </li><li name="org.apache.mahout.classifier.naivebayes.AbstractNBClassifier#getModel" visbl="prt" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="getModel:org.apache.mahout.classifier.naivebayes.NBModel"></a> + <a id="getModel:NBModel"></a> + <h4 class="signature"> + <span class="modifier_kind"> + <span class="modifier"></span> + <span class="kind">def</span> + </span> + <span class="symbol"> + <span class="name">getModel</span><span class="result">: <a href="NBModel.html" class="extype" name="org.apache.mahout.classifier.naivebayes.NBModel">NBModel</a></span> + </span> + </h4> + <p class="shortcomment cmt">getter for model</p><div class="fullcomment"><div class="comment cmt"><p>getter for model</p></div><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd><a href="AbstractNBClassifier.html" class="extype" name="org.apache.mahout.classifier.naivebayes.AbstractNBClassifier">AbstractNBClassifier</a></dd></dl></div> + </li><li name="org.apache.mahout.classifier.naivebayes.StandardNBClassifier#getScoreForLabelFeature" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="getScoreForLabelFeature(label:Int,feature:Int):Double"></a> + <a id="getScoreForLabelFeature(Int,Int):Double"></a> + <h4 class="signature"> + <span class="modifier_kind"> + <span class="modifier"></span> + <span class="kind">def</span> + </span> + <span class="symbol"> + <span class="name">getScoreForLabelFeature</span><span class="params">(<span name="label">label: <span class="extype" name="scala.Int">Int</span></span>, <span name="feature">feature: <span class="extype" name="scala.Int">Int</span></span>)</span><span class="result">: <span class="extype" name="scala.Double">Double</span></span> + </span> + </h4> + <p class="shortcomment cmt">scoring method for standard and complementary classifiers</p><div class="fullcomment"><div class="comment cmt"><p>scoring method for standard and complementary classifiers</p></div><dl class="attributes block"> <dt>Definition Classes</dt><dd><a href="" class="extype" name="org.apache.mahout.classifier.naivebayes.StandardNBClassifier">StandardNBClassifier</a> â <a href="AbstractNBClassifier.html" class="extype" name="org.apache.mahout.classifier.naivebayes.AbstractNBClassifier">AbstractNBClassifier</a></dd></dl></div> + </li><li name="org.apache.mahout.classifier.naivebayes.AbstractNBClassifier#getScoreForLabelInstance" visbl="prt" data-isabs="false" fullComment="yes" group="Ungrouped"> + <a id="getScoreForLabelInstance(label:Int,instance:org.apache.mahout.math.Vector):Double"></a> + <a id="getScoreForLabelInstance(Int,Vector):Double"></a> + <h4 class="signature"> + <span class="modifier_kind"> + <span class="modifier"></span> + <span class="kind">def</span> + </span> + <span class="symbol"> + <span class="name">getScoreForLabelInstance</span><span class="params">(<span name="label">label: <span class="extype" name="scala.Int">Int</span></span>, <span name="instance">instance: <span class="extype" name="org.apache.mahout.math.Vector">Vector</span></span>)</span><span class="result">: <span class="extype" name="scala.Double">Double</span></span> + </span> + </h4> + <p class="shortcomment cmt">Compute the score for a Vector of weighted TF-IDF featured</p><div class="fullcomment"><div class="comment cmt"><p>Compute the score for a Vector of weighted TF-IDF featured</p></div><dl class="paramcmts block"><dt class="param">label</dt><dd class="cmt"><p>Label to be scored</p></dd><dt class="param">instance</dt><dd class="cmt"><p>Vector of weights to be calculate score</p></dd><dt>returns</dt><dd class="cmt"><p>score for this Label +</p></dd></dl><dl class="attributes block"> <dt>Attributes</dt><dd>protected </dd><dt>Definition Classes</dt><dd><a href="AbstractNBClassifier.html" 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+ if(window==top) { + allClassesLink.style.display = "block"; + } + else { + allClassesLink.style.display = "none"; + } + //--> +</script> +</div> +<div> +<ul class="subNavList"> +<li>Summary: </li> +<li>Nested | </li> +<li>Field | </li> +<li>Constr | </li> +<li><a href="#method_summary">Method</a></li> +</ul> +<ul class="subNavList"> +<li>Detail: </li> +<li>Field | </li> +<li>Constr | </li> +<li><a href="#method_detail">Method</a></li> +</ul> +</div> +<a name="skip-navbar_top"> +<!-- --> +</a></div> +<!-- ========= END OF TOP NAVBAR ========= --> +<!-- ======== START OF CLASS DATA ======== --> +<div class="header"> +<div class="subTitle">org.apache.mahout.classifier.sequencelearning.hmm</div> +<h2 title="Class PosTagger" class="title">Class PosTagger</h2> +</div> +<div class="contentContainer"> +<ul class="inheritance"> +<li><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true"; title="class or interface in java.lang">java.lang.Object</a></li> +<li> +<ul class="inheritance"> +<li>org.apache.mahout.classifier.sequencelearning.hmm.PosTagger</li> +</ul> +</li> +</ul> +<div class="description"> +<ul class="blockList"> +<li class="blockList"> +<hr> +<br> +<pre>public final class <span class="strong">PosTagger</span> +extends <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true"; title="class or interface in java.lang">Object</a></pre> +<div class="block">This class implements a sample program that uses a pre-tagged training data + set to train an HMM model as a POS tagger. The training data is automatically + downloaded from the following URL: + http://www.jaist.ac.jp/~hieuxuan/flexcrfs/CoNLL2000-NP/train.txt It then + trains an HMM Model using supervised learning and tests the model on the + following test data set: + http://www.jaist.ac.jp/~hieuxuan/flexcrfs/CoNLL2000-NP/test.txt Further + details regarding the data files can be found at + http://flexcrfs.sourceforge.net/#Case_Study</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="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>static void</code></td> +<td class="colLast"><code><strong><a href="../../../../../../org/apache/mahout/classifier/sequencelearning/hmm/PosTagger.html#main(java.lang.String[])">main</a></strong>(<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true"; title="class or interface in java.lang">String</a>[] args)</code> </td> +</tr> +</table> +<ul class="blockList"> +<li class="blockList"><a name="methods_inherited_from_class_java.lang.Object"> +<!-- --> +</a> +<h3>Methods inherited from class java.lang.<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true"; title="class or interface in java.lang">Object</a></h3> +<code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#clone()" title="class or interface in java.lang">clone</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#equals(java.lang.Object)" title="class or interface in java.lang">equals</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#finalize()" title="class or interface in java.lang">finalize</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#getClass()" title="class or interface in java.lang">getClass</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#hashCode()" title="class or interface in java.lang">hashCode</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#notify()" title="class or interface in java.lang">notify</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang /Object.html?is-external=true#notifyAll()" title="class or interface in java.lang">notifyAll</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#toString()" title="class or interface in java.lang">toString</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait()" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait(long)" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait(long, int)" title="class or interface in java.lang">wait</a></code></li> +</ul> +</li> +</ul> +</li> +</ul> +</div> +<div class="details"> +<ul class="blockList"> +<li class="blockList"> +<!-- ============ METHOD DETAIL ========== --> +<ul class="blockList"> +<li class="blockList"><a name="method_detail"> +<!-- --> +</a> +<h3>Method Detail</h3> +<a name="main(java.lang.String[])"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>main</h4> +<pre>public static void main(<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true"; title="class or interface in java.lang">String</a>[] args) + throws <a href="http://docs.oracle.com/javase/7/docs/api/java/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> +</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/PosTagger.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>Next Class</li> +</ul> +<ul class="navList"> +<li><a href="../../../../../../index.html?org/apache/mahout/classifier/sequencelearning/hmm/PosTagger.html" target="_top">Frames</a></li> +<li><a href="PosTagger.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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All rights reserved.</small></p> +</body> +</html> http://git-wip-us.apache.org/repos/asf/mahout/blob/aded4667/0.10.0/docs/mahout-examples/org/apache/mahout/classifier/sequencelearning/hmm/class-use/PosTagger.html ---------------------------------------------------------------------- diff --git a/0.10.0/docs/mahout-examples/org/apache/mahout/classifier/sequencelearning/hmm/class-use/PosTagger.html b/0.10.0/docs/mahout-examples/org/apache/mahout/classifier/sequencelearning/hmm/class-use/PosTagger.html new file mode 100644 index 0000000..23fdc7b --- /dev/null +++ b/0.10.0/docs/mahout-examples/org/apache/mahout/classifier/sequencelearning/hmm/class-use/PosTagger.html @@ -0,0 +1,117 @@ +<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd";> +<!-- NewPage --> +<html lang="en"> +<head> +<!-- Generated by javadoc (version 1.7.0_45) on Fri Apr 10 20:54:41 EDT 2015 --> +<meta http-equiv="Content-Type" content="text/html" charset="UTF-8"> +<title>Uses of Class org.apache.mahout.classifier.sequencelearning.hmm.PosTagger (Mahout Examples 0.10.0 API)</title> +<meta name="date" content="2015-04-10"> +<link rel="stylesheet" type="text/css" href="../../../../../../../stylesheet.css" title="Style"> +</head> +<body> +<script type="text/javascript"><!-- + if (location.href.indexOf('is-external=true') == -1) { + parent.document.title="Uses of Class org.apache.mahout.classifier.sequencelearning.hmm.PosTagger (Mahout Examples 0.10.0 API)"; 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