用mushrooms数据对模式识别课程讲述的各种模式分类方法我要分享

Using mushrooms data to classify patterns in the course of pattern recognition

pca-knn PCA分类识别 LDA-KNN 数据降维分类 分类

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文件大小: 24KB

代码分类: 一般算法

开发平台: matlab

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代码描述

中文说明:

用mushrooms数据对模式识别课程讲述的各种模式分类方法[线性分类,Bayesian分类,Parzen窗,KNN]和特征选择和降维方法[PCA,LDA]进行了模拟,并给出了各类分类方法的结果


English Description:

In this paper, we use mushrooms data to simulate all kinds of pattern classification methods [linear classification, Bayesian classification, Parzen window, KNN] and feature selection and dimension reduction methods [PCA, LDA], and give the results of all kinds of classification methods


代码预览

analyse_result.m

Bayesian.m

data2000.txt

FisherLDA.m

KNN1.m

KNN2.m

KNN_function.m

liner.m

Parzen_hypercube.m

Parzen_smooth.m

pca_bayes.m

pca_KNN2.m

pca_parzen_hypercube.m

pca_parzen_smooth.m

说明Mushroom Database.txt