基于贝叶斯分类的手写数字识别我要分享

Based on bayesian classification of handwritten numeral recognition

贝叶斯 贝叶斯分类 贝叶斯分类器 数字识别 手写数字识别 bayes法

关注次数: 843

下载次数: 5

文件大小: 325KB

代码分类: 图像处理

开发平台: matlab

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代码描述

中文说明:

本程序主要实现了基于贝叶斯分类的手写数字识别。 

1.主程序为recognition.m,运行程序只需打开recognition.m文件运行即可 

2.byes算法程序分别在bayes_erzhi.m文件、bayes_leasterror.m文件和bayesleastrisk.m文件中,分别对应着基于二值数据的bayes法的算法和基于最小错误的bayes法的算法和基于最小风险的贝叶斯分类器。


English Description:

The program achieved a handwritten numeral recognition based on Bayesian classification. 1, the main program is recognition.m, simply open recognition.m file to run the program can be run 2, byes algorithm respectively bayes_erzhi.m file, bayes_leasterror.m files and bayesleastrisk.m files, corresponding to a value based on two algorithms and data bayes method based on the minimum error of law bayes algorithms and minimum risk-based Bayesian classifier.


代码预览

源代码

......\bayesleastrisk.asv

......\bayes_erzhi.asv

......\bayes_leasterror.m

......\cal.asv

......\cal.m

......\getposition.asv

......\getposition.m

......\losstable.asv

......\losstable.fig

......\losstable.m

......\performance.asv

......\performance.fig

......\performance.m

......\recognition.asv

......\recognition.fig

......\recognition.m

......\saveable.asv

......\saveable.m

......\showfeature.asv

......\showfeature.fig

......\showfeature.m

......\template.dat

......\test set.dat

......\手写数字

......\........\0

......\........\.\0-5.bmp

......\........\.\0-6.bmp

......\........\.\0-7.bmp

......\........\.\0-8.bmp

......\........\.\0-9.bmp

......\........\1

......\........\.\1-5.bmp

......\........\.\1-6.bmp

......\........\.\1-7.bmp

......\........\.\1-8.bmp

......\........\.\1-9.bmp

......\........\2

......\........\.\2-5.bmp

......\........\.\2-6.bmp

......\........\.\2-7.bmp

......\........\.\2-8.bmp

......\........\.\2-9.bmp

......\........\3

......\........\.\3-5.bmp

......\........\.\3-6.bmp

......\........\.\3-7.bmp

......\........\.\3-8.bmp

......\........\.\3-9.bmp

......\........\4

......\........\.\4-5.bmp

......\........\.\4-6.bmp

......\........\.\4-7.bmp

......\........\.\4-8.bmp

......\........\.\4-9.bmp

......\........\5

......\........\.\5-5.bmp

......\........\.\5-6.bmp

......\........\.\5-7.bmp

......\........\.\5-8.bmp

......\........\.\5-9.bmp

......\........\6

......\........\.\6-5.bmp

......\........\.\6-6.bmp

......\........\.\6-7.bmp