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bayes
贝叶斯决策,用matlab设计的两类正态分布模式的贝叶斯分类程序(bayes)
- 2010-11-24 17:37:09下载
- 积分:1
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QR_and_Least_Square_problems
说明: 如何对随机生成的矩阵进行QR分解和并利用QR分解解决最小二乘问题.(Use Householder reflector to compute the QR factorization of a randomly generated matrix and then solve the Least-Square problems.)
- 2010-03-21 03:30:15下载
- 积分:1
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CDMA跳频通信子程序
说明: CDMA跳频通信子程序,本子程序计算CDMA跳频通信的误码率(CDMA frequency-hopping communications subroutine, the book calculation procedures CDMA frequency-hopping communications BER)
- 2005-11-16 10:05:20下载
- 积分:1
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code-last
Edge Dectection .. Sobel,Prewitt,Roberts,Marr,Canny,log and histograms photo and Boundarie Color Objects
- 2014-11-27 13:23:15下载
- 积分:1
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SOM
this is simple sample of SOM & modified SOM (mSOM) neural network.
main file : SOM.m
- 2011-01-24 00:55:54下载
- 积分:1
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Minimum-Risk-Bayes-classifier
这是模式识别中最小风险Bayes分类器的设计方案。在参考例程的情况下,自行完善了在一定先验概率的条件下,男、女错误率和总错误率的统计,放入各个数组当中。
全部程序由主函数、最大似然估计求取概率密度子函数、最小错误率贝叶斯分类器决策子函数三块组成。
调用最大似然估计求取概率密度子函数时,第一步获取样本数据,存储为矩阵;第二步对矩阵的每一行求和,并除以样本总数N,得到平均值向量;第三步是应用公式(3-43)采用矩阵运算和循环控制语句,求得协方差矩阵;第四步通过协方差矩阵求得方差和相关系数,从而得到概率密度函数。
调用最小风险贝叶斯分类器决策子函数时,根据先验概率,再根据自行给出的5*5的决策表,通过比较概率大小判断一个体重身高二维向量代表的人是男是女,放入决策数组中。
主函数第一步打开“MAIL.TXT”和“FEMALE.TXT”文件,并调用最大似然估计求取概率密度子函数,对分类器进行训练。第二步打开“test2.txt”,调用最小风险贝叶斯分类器决策子函数,然后再将数组中逐一与已知性别的数据比较,就可以得到在一定先验概率条件下,决策表中不同决策的错误率的统计。
(This is a pattern recognition classifier minimum risk Bayes design .In reference to the case of routine , self- improvement in a certain a priori probability conditions, male , female and total error rate error rate statistics , into which each array .
All programs from the main function , maximum likelihood estimation subroutine strike probability density , the minimum error rate Bayesian classifier composed of decision-making three subfunctions .
Strike called maximum likelihood estimate probability density subroutine , the first step to obtain the sample data , stored as a matrix the second step of the matrix, each row sum , and divided by the total number of samples N, be the average vector The third step is the application of the formula ( 3-43 ) using matrix and loop control statements , obtain the covariance matrix fourth step through the variance-covariance matrix and correlation coefficient obtained , resulting in the probability density function .
Bayesian classifier )
- 2012-02-02 20:37:04下载
- 积分:1
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maphmmbox
VARHMMBOX, version 1.1, Iead Rezek, Oxford University, MAR 2002
Matlab toolbox for Hidden Markov Models
(Adapted from Machine Learning Toolbox
Version 1.0 01-Apr-96
Copyright (c) by Zoubin Ghahramani, University of Toronto)
The software uses some NETLAB routines
(see http://neural-server.aston.ac.uk/netlab/index.html)
so you ll need to have NETLAB on your search path
See the file VERSION for what s new in this version.
- 2009-12-07 12:18:53下载
- 积分:1
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802.11aMATLAB
包含了802.11a的matlab仿真程序,同时附有原版中英文标准,对了解802.11a无限局域网技术有很好的指导作用。(Includes 802.11a, matlab simulation program, accompanied by original Chinese and English standards, 802.11a wireless LAN technology to understand a very good guide.)
- 2010-05-11 21:52:27下载
- 积分:1
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upfc
Unified power flow controller load flow model
- 2013-07-29 21:03:21下载
- 积分:1
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jichu
基于matlab,实时视频处理平台的开发和应用。。。调用摄像头(Based on MATLAB, real-time video processing platform development and application... Call the camera)
- 2013-12-03 19:38:22下载
- 积分:1