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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
<!-- NewPage -->
<html lang="zh">
<head>
<!-- Generated by javadoc (version 1.7.0_21) on Sat Jul 12 10:12:20 CST 2014 -->
<meta http-equiv="Content-Type" content="text/html" charset="UTF-8">
<title>dut.ir.CRFJava</title>
<meta name="date" content="2014-07-12">
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<h1 title="程序包" class="title">程序包 dut.ir.CRFJava</h1>
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<table class="packageSummary" border="0" cellpadding="3" cellspacing="0" summary="类概要表, 列表类和解释">
<caption><span>类概要</span><span class="tabEnd"> </span></caption>
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<th class="colFirst" scope="col">类</th>
<th class="colLast" scope="col">说明</th>
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<td class="colFirst"><a href="../../../dut/ir/CRFJava/AbstractCRF.html" title="dut.ir.CRFJava中的类">AbstractCRF</a></td>
<td class="colLast">
<div class="block">FileName： AbstractCRF.java <br/>
package：dut.ir.CRFJava <br/>
author：zmz and yy<br/>
date：2014-7-11 <br/>
time：下午5:06:02 <br/>
功能：抽象类， CRF的训练和标记过程有许多相同的操作和运算，比如都需要计算句子在每个位置的M矩阵，都需要进行viterbi运算，所以定义一个抽象类，作为CRFTrainer和CRFTagger的父类 <br/></div>
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<td class="colFirst"><a href="../../../dut/ir/CRFJava/CRFParams.html" title="dut.ir.CRFJava中的类">CRFParams</a></td>
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<div class="block">FileName： CRFParams.java <br/>
package：dut.ir.CRFJava <br/>
author：zmz and yy<br/>
date：2014-7-11 <br/>
time：下午4:38:20 <br/>
功能：CRF的参数类，CRFTrainer类训练得到这些参数，并将其序列化到文件，CRTTagger类从文件中加载该类的一个实体，用于标记数据。</div>
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<td class="colFirst"><a href="../../../dut/ir/CRFJava/CRFTagger.html" title="dut.ir.CRFJava中的类">CRFTagger</a></td>
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<div class="block">FileName： CRFTagger.java <br/>
package：dut.ir.CRFJava <br/>
author：zmz <br/>
date：2014-7-11 <br/>
time：下午9:09:06 <br/>
功能：TODO <br/></div>
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<td class="colFirst"><a href="../../../dut/ir/CRFJava/CRFTrainer.html" title="dut.ir.CRFJava中的类">CRFTrainer</a></td>
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<div class="block">FileName： CRFTrainer.java <br/>
package：dut.ir.CRFJava <br/>
author：zmz <br/>
date：2014-7-11 <br/>
time：下午8:46:42 <br/>
功能：训练CRF参数，并将训练得到的参数写入文件 <br/>
CRF的理论推导可参考李航老师的《统计学习方法》 <br/>
CRFJava使用LBFGS来优化目标函数，使用RISO Project中的LBFGS.java文件，感谢作者的工作。</div>
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