📄 机器学习中文参考手册 - opencv china.htm
字号:
<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3c.org/TR/1999/REC-html401-19991224/loose.dtd">
<!-- saved from url=(0125)http://www.opencv.org.cn/index.php/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E4%B8%AD%E6%96%87%E5%8F%82%E8%80%83%E6%89%8B%E5%86%8C -->
<HTML lang=zh dir=ltr xml:lang="zh"
xmlns="http://www.w3.org/1999/xhtml"><HEAD><TITLE>机器学习中文参考手册 - OpenCV China</TITLE>
<META http-equiv=Content-Type content="text/html; charset=utf-8">
<META content=机器学习中文参考手册 name=KEYWORDS>
<META content=index,follow name=robots><LINK href="/favicon.ico"
rel="shortcut icon"><LINK title="Creative Commons"
href="/index.php?title=%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E4%B8%AD%E6%96%87%E5%8F%82%E8%80%83%E6%89%8B%E5%86%8C&action=creativecommons"
type=application/rdf+xml rel=meta><LINK
href="http://www.gnu.org/copyleft/fdl.html" rel=copyright>
<STYLE type=text/css media=screen,projection>@import url( /skins/monobook/main.css );
</STYLE>
<LINK media=print href="机器学习中文参考手册 - OpenCV China.files/commonPrint.css"
type=text/css rel=stylesheet><!--[if lt IE 5.5000]><style type="text/css">@import "/skins/monobook/IE50Fixes.css";</style><![endif]--><!--[if IE 5.5000]><style type="text/css">@import "/skins/monobook/IE55Fixes.css";</style><![endif]--><!--[if gte IE 6]>
<STYLE type=text/css>@import url( /skins/monobook/IE60Fixes.css );
</STYLE>
<![endif]--><!--[if lt IE 7]>
<SCRIPT src="机器学习中文参考手册 - OpenCV China.files/IEFixes.js"
type=text/javascript></SCRIPT>
<META http-equiv=imagetoolbar content=no><![endif]-->
<SCRIPT src="机器学习中文参考手册 - OpenCV China.files/index.php"
type=text/javascript></SCRIPT>
<SCRIPT src="机器学习中文参考手册 - OpenCV China.files/wikibits.js"
type=text/javascript></SCRIPT>
<STYLE type=text/css>@import url( /index.php?title=MediaWiki:Monobook.css&action=raw&ctype=text/css&smaxage=18000 );
@import url( /index.php?title=-&action=raw&gen=css&maxage=18000 );
</STYLE>
<META content="MSHTML 6.00.2900.3020" name=GENERATOR></HEAD>
<BODY class=ns-0>
<TABLE id=thehead style="BACKGROUND-COLOR: #6699cc; TEXT-DECORATION: none"
height=78 cellSpacing=0 width="100%" border=0>
<TBODY>
<TR>
<TD width=450 height=70 rowSpan=2><A title="OpenCV China"
href="http://www.opencv.org.cn/"><IMG height=70 alt="OpenCV China首页"
src="机器学习中文参考手册 - OpenCV China.files/opencv-head.png" width=450
border=0></A></TD>
<TD style="COLOR: #fff" align=right height=14>
<DIV id=head1><A title="OpenCV 中文首页"
href="http://www.opencv.org.cn/">首页</A> | <A title=论坛
href="http://www.opencv.org.cn/forum/">论坛</A> | <A title=下载
href="http://www.opencv.org.cn/index.php/Download">下载</A> | <A title=官方主页
href="http://opencvlibrary.sourceforge.net/">官方主页</A></DIV></TD>
<TD width="2%" rowSpan=2> </TD></TR>
<TR>
<TD style="FONT-SIZE: 12px" vAlign=center align=right>
<DIV id=head0><A title=在网页中添加自己的知识
href="http://www.opencv.org.cn/index.php/Wikipedia:帮å©">编辑帮助</A> <A
href="http://www.opencv.org.cn/index.php/wikipedia:关于">关于本站</A></DIV></TD></TR></TBODY></TABLE>
<DIV id=globalWrapper>
<DIV id=column-content>
<DIV id=content><A id=top name=top></A>
<H1 class=firstHeading>机器学习中文参考手册</H1>
<DIV id=bodyContent>
<H3 id=siteSub>Wikipedia，自由的百科全书</H3>
<DIV id=contentSub></DIV><!-- start content -->
<P>本文翻译尚未完成，请您将英文部分翻译为中文。 </P>
<TABLE class=toc id=toc>
<TBODY>
<TR>
<TD>
<DIV id=toctitle>
<H2>目录</H2></DIV>
<UL>
<LI class=toclevel-1><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#.E7.AE.80.E4.BB.8B.EF.BC.9A.E9.80.9A.E7.94.A8.E7.B1.BB.E5.92.8C.E5.87.BD.E6.95.B0"><SPAN
class=tocnumber>1</SPAN> <SPAN class=toctext>简介：通用类和函数</SPAN></A>
<UL>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvStatModel"><SPAN
class=tocnumber>1.1</SPAN> <SPAN class=toctext>CvStatModel</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvStatModel::CvStatModel"><SPAN
class=tocnumber>1.2</SPAN> <SPAN
class=toctext>CvStatModel::CvStatModel</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvStatModel::CvStatModel.28....29"><SPAN
class=tocnumber>1.3</SPAN> <SPAN
class=toctext>CvStatModel::CvStatModel(...)</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvStatModel::.7ECvStatModel"><SPAN
class=tocnumber>1.4</SPAN> <SPAN
class=toctext>CvStatModel::~CvStatModel</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvStatModel::clear"><SPAN
class=tocnumber>1.5</SPAN> <SPAN
class=toctext>CvStatModel::clear</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvStatModel::save"><SPAN
class=tocnumber>1.6</SPAN> <SPAN
class=toctext>CvStatModel::save</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvStatModel::load"><SPAN
class=tocnumber>1.7</SPAN> <SPAN
class=toctext>CvStatModel::load</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvStatModel::write"><SPAN
class=tocnumber>1.8</SPAN> <SPAN
class=toctext>CvStatModel::write</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvStatModel::read"><SPAN
class=tocnumber>1.9</SPAN> <SPAN
class=toctext>CvStatModel::read</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvStatModel::train"><SPAN
class=tocnumber>1.10</SPAN> <SPAN
class=toctext>CvStatModel::train</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvStatModel::predict"><SPAN
class=tocnumber>1.11</SPAN> <SPAN
class=toctext>CvStatModel::predict</SPAN></A> </LI></UL>
<LI class=toclevel-1><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#Normal_Bayes_.E5.88.86.E7.B1.BB.E5.99.A8"><SPAN
class=tocnumber>2</SPAN> <SPAN class=toctext>Normal Bayes 分类器</SPAN></A>
<UL>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvNormalBayesClassifier"><SPAN
class=tocnumber>2.1</SPAN> <SPAN
class=toctext>CvNormalBayesClassifier</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvNormalBayesClassifier::train"><SPAN
class=tocnumber>2.2</SPAN> <SPAN
class=toctext>CvNormalBayesClassifier::train</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvNormalBayesClassifier::predict"><SPAN
class=tocnumber>2.3</SPAN> <SPAN
class=toctext>CvNormalBayesClassifier::predict</SPAN></A> </LI></UL>
<LI class=toclevel-1><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#K.E8.BF.91.E9.82.BB.E7.AE.97.E6.B3.95"><SPAN
class=tocnumber>3</SPAN> <SPAN class=toctext>K近邻算法</SPAN></A>
<UL>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvKNearest"><SPAN
class=tocnumber>3.1</SPAN> <SPAN class=toctext>CvKNearest</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvKNearest::train"><SPAN
class=tocnumber>3.2</SPAN> <SPAN
class=toctext>CvKNearest::train</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvKNearest::find_nearest"><SPAN
class=tocnumber>3.3</SPAN> <SPAN
class=toctext>CvKNearest::find_nearest</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#.E4.BE.8B.E7.A8.8B.EF.BC.9A.E4.BD.BF.E7.94.A8kNN.E8.BF.9B.E8.A1.8C2.E7.BB.B4.E6.A0.B7.E6.9C.AC.E9.9B.86.E7.9A.84.E5.88.86.E7.B1.BB.EF.BC.8C.E6.A0.B7.E6.9C.AC.E9.9B.86.E7.9A.84.E5.88.86.E5.B8.83.E4.B8.BA.E6.B7.B7.E5.90.88.E9.AB.98.E6.96.AF.E5.88.86.E5.B8.83"><SPAN
class=tocnumber>3.4</SPAN> <SPAN
class=toctext>例程：使用kNN进行2维样本集的分类，样本集的分布为混合高斯分布</SPAN></A> </LI></UL>
<LI class=toclevel-1><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#.E6.94.AF.E6.92.91.E5.90.91.E9.87.8F.E6.9C.BA.E9.83.A8.E5.88.86"><SPAN
class=tocnumber>4</SPAN> <SPAN class=toctext>支撑向量机部分</SPAN></A>
<UL>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvSVM"><SPAN
class=tocnumber>4.1</SPAN> <SPAN class=toctext>CvSVM</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvSVMParams"><SPAN
class=tocnumber>4.2</SPAN> <SPAN class=toctext>CvSVMParams</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvSVM::train"><SPAN
class=tocnumber>4.3</SPAN> <SPAN class=toctext>CvSVM::train</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvSVM::get_support_vector.2A"><SPAN
class=tocnumber>4.4</SPAN> <SPAN
class=toctext>CvSVM::get_support_vector*</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#.E8.A1.A5.E5.85.85:.E5.9C.A8WindowsXP.2BOpenCVRC1.E5.B9.B3.E5.8F.B0.E4.B8.8B.E6.95.B4.E5.90.88OpenCV.E4.B8.8ElibSVM"><SPAN
class=tocnumber>4.5</SPAN> <SPAN
class=toctext>补充:在WindowsXP+OpenCVRC1平台下整合OpenCV与libSVM</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#.E5.B8.B8.E7.94.A8libSVM.E8.B5.84.E6.96.99.E9.93.BE.E6.8E.A5"><SPAN
class=tocnumber>4.6</SPAN> <SPAN class=toctext>常用libSVM资料链接</SPAN></A>
</LI></UL>
<LI class=toclevel-1><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#Decision_Trees"><SPAN
class=tocnumber>5</SPAN> <SPAN class=toctext>Decision Trees</SPAN></A>
<UL>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvDTreeSplit"><SPAN
class=tocnumber>5.1</SPAN> <SPAN class=toctext>CvDTreeSplit</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvDTreeNode"><SPAN
class=tocnumber>5.2</SPAN> <SPAN class=toctext>CvDTreeNode</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvDTreeParams"><SPAN
class=tocnumber>5.3</SPAN> <SPAN
class=toctext>CvDTreeParams</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvDTreeTrainData"><SPAN
class=tocnumber>5.4</SPAN> <SPAN
class=toctext>CvDTreeTrainData</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvDTree"><SPAN
class=tocnumber>5.5</SPAN> <SPAN class=toctext>CvDTree</SPAN></A>
<LI class=toclevel-2><A
href="http://www.opencv.org.cn/index.php/æºå¨å­¦ä¹ 中æåèæå#CvDTree::train"><SPAN
class=tocnumber>5.6</SPAN> <SPAN
⌨️ 快捷键说明
复制代码
Ctrl + C
搜索代码
Ctrl + F
全屏模式
F11
切换主题
Ctrl + Shift + D
显示快捷键
?
增大字号
Ctrl + =
减小字号
Ctrl + -