文件名称:FuzzyClusteringToolbox

  • 所属分类:
  • matlab例程
  • 资源属性:
  • [Matlab] [源码]
  • 上传时间:
  • 2012-11-26
  • 文件大小:
  • 2.04mb
  • 下载次数:
  • 0次
  • 提 供 者:
  • 王**
  • 相关连接:
  • 下载说明:
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四种聚类算法源代码及示例代码,本程序的最终目的是形成一套标准的用于聚类、可扩展的工具。包括的内容有1. 聚类算法:Kmeans和Kmedoid算法、FCMclust, GKclust, GGclust算法 2. 评估分类原型:程序可以在二维图像上绘制出聚类的结果 3. 验证:程序给每一个算法提供验证机制,每个聚类算法会统计Partition Coefficient (PC), Classification Entropy (CE), Partition Index (SC), Separation Index (S), Xie and Beni s Index (XB), Dunn s Index (DI) and Alternative Dunn Index (DII)几种衡量指标。-Four clustering algorithm source code and sample code, the ultimate goal of this process is the formation of a set of criteria for clustering, scalable tool. Including the contents of 1. Clustering Algorithm: Kmeans and Kmedoid algorithm, FCMclust, GKclust, GGclust algorithm 2. Assess the classification of a prototype: The procedure can be two-dimensional images to map out the results of clustering 3. Verify: Program to provide every algorithm authentication mechanism, each clustering algorithm statistics Partition Coefficient (PC), Classification Entropy (CE), Partition Index (SC), Separation Index (S), Xie and Beni s Index (XB), Dunn s Index (DI) and Alternative Dunn Index (DII) of several indicators.
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下载文件列表

FuzzyClusteringToolbox

......................\Demos

......................\.....\clusteringexamples

......................\.....\..................\motorcycle

......................\.....\..................\..........\FCMcall.asv

......................\.....\..................\..........\FCMcall.m

......................\.....\..................\..........\GGcall.m

......................\.....\..................\..........\GKcall.m

......................\.....\..................\..........\Kmeanscall.m

......................\.....\..................\..........\Kmedoidcall.m

......................\.....\..................\..........\MotorCycle.txt

......................\.....\..................\..........\新建文本文档.txt

......................\.....\..................\synthetic

......................\.....\..................\.........\FCMcall.m

......................\.....\..................\.........\GGcall.m

......................\.....\..................\.........\GKcall.m

......................\.....\..................\.........\Kmeanscall.m

......................\.....\..................\.........\Kmedoidcall.m

......................\.....\..................\.........\nDexample.m

......................\.....\clustevalexample

......................\.....\................\data2.txt

......................\.....\................\evalexample.m

......................\.....\comparing

......................\.....\.........\FCMcall.m

......................\.....\.........\GGcall.m

......................\.....\.........\GKcall.m

......................\.....\.........\Kmeanscall.m

......................\.....\.........\Kmedoidcall.m

......................\.....\.........\modvalidity.m

......................\.....\.........\nDexample.m

......................\.....\normexample

......................\.....\...........\data3.txt

......................\.....\...........\normexample.m

......................\.....\optnumber

......................\.....\.........\modvalidity.m

......................\.....\.........\MotorCycle.txt

......................\.....\.........\optnumber.m

......................\.....\PCAexample

......................\.....\..........\nDexample.m

......................\.....\..........\PCAexample.m

......................\.....\projection

......................\.....\..........\IRIS.MAT

......................\.....\..........\visual_call.m

......................\.....\..........\WINEDAT.TXT

......................\.....\..........\wisconsin.wk1

......................\FUZZCLUST

......................\.........\clusteval.m

......................\.........\clust_denormalize.m

......................\.........\clust_normalize.m

......................\.........\FCMclust.asv

......................\.........\FCMclust.m

......................\.........\FuzSam.m

......................\.........\GGclust.m

......................\.........\GKclust.m

......................\.........\Kmeans.m

......................\.........\Kmedoid.m

......................\.........\nDexample.m

......................\.........\PCA.m

......................\.........\PROJEVAL.M

......................\.........\SAMMON.M

......................\.........\SAMSTR.M

......................\.........\validity.m

......................\FuzzyClusteringToolbox.pdf

......................\loadFile.do.htm

......................\loadFile.do_files

......................\.................\00th.png

......................\.................\20th.png

......................\.................\30th.png

......................\.................\blue_band_536x5.gif

......................\.................\bullet.gif

......................\.................\Captcha.htm

......................\.................\cmnty1.css

......................\.................\doc.gif

......................\.................\dots_rnav.gif

......................\.................\dots_rnav_top.gif

......................\.................\exclamation.gif

......................\.................\fullstar.gif

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