clustering-system
所属分类：图形图像处理
开发工具：matlab
文件大小：2091KB
下载次数：44
上传日期：2011-08-30 13:26:54
上 传 者：
lovelemon
说明： 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。
(The ultimate goal of this program is to form a set of standards for clustering, scalable tools. Including the contents of 1 clustering algorithm: Kmeans and Kmedoid algorithm, FCMclust, GKclust, GGclust algorithm 2. Assessment classified prototypes: the program can draw two-dimensional image on the results of clustering 3 Verify: Program to provide an algorithm to each authentication mechanism, the statistics of each clustering algorithm 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 metrics.)
文件列表:
聚类程序\新建 文本文档 (7).txt (438, 2011-06-29)
聚类程序\FuzzyClusteringToolbox\FuzzyClusteringToolbox.pdf (2137376, 2005-03-22)
聚类程序\FuzzyClusteringToolbox\loadFile.do.htm (45336, 2007-12-11)
聚类程序\FuzzyClusteringToolbox\FUZZCLUST\clusteval.m (3178, 2005-03-22)
聚类程序\FuzzyClusteringToolbox\FUZZCLUST\clust_denormalize.m (710, 2005-03-22)
聚类程序\FuzzyClusteringToolbox\FUZZCLUST\clust_normalize.m (705, 2005-03-22)
聚类程序\FuzzyClusteringToolbox\FUZZCLUST\FCMclust.m (1483, 2005-03-22)
聚类程序\FuzzyClusteringToolbox\FUZZCLUST\FuzSam.m (2441, 2005-03-22)
聚类程序\FuzzyClusteringToolbox\FUZZCLUST\GGclust.m (2553, 2005-03-30)
聚类程序\FuzzyClusteringToolbox\FUZZCLUST\GKclust.m (3112, 2005-03-30)
聚类程序\FuzzyClusteringToolbox\FUZZCLUST\Kmeans.m (1957, 2005-03-22)
聚类程序\FuzzyClusteringToolbox\FUZZCLUST\Kmedoid.m (2308, 2005-03-22)
聚类程序\FuzzyClusteringToolbox\FUZZCLUST\nDexample.m (379, 2004-05-06)
聚类程序\FuzzyClusteringToolbox\FUZZCLUST\PCA.m (1353, 2004-05-10)
聚类程序\FuzzyClusteringToolbox\FUZZCLUST\PROJEVAL.M (1174, 2005-03-22)
聚类程序\FuzzyClusteringToolbox\FUZZCLUST\SAMMON.M (4509, 2005-03-22)
聚类程序\FuzzyClusteringToolbox\FUZZCLUST\SAMSTR.M (610, 2004-05-10)
聚类程序\FuzzyClusteringToolbox\FUZZCLUST\validity.m (4101, 2004-05-13)
聚类程序\FuzzyClusteringToolbox\Demos\projection\IRIS.MAT (8584, 2004-04-05)
聚类程序\FuzzyClusteringToolbox\Demos\projection\visual_call.m (4117, 2005-03-22)
聚类程序\FuzzyClusteringToolbox\Demos\projection\WINEDAT.TXT (40081, 2004-04-05)
聚类程序\FuzzyClusteringToolbox\Demos\projection\wisconsin.wk1 (88942, 2004-04-05)
聚类程序\FuzzyClusteringToolbox\Demos\PCAexample\nDexample.m (379, 2004-05-10)
聚类程序\FuzzyClusteringToolbox\Demos\PCAexample\PCAexample.m (483, 2005-03-22)
聚类程序\FuzzyClusteringToolbox\Demos\optnumber\modvalidity.m (3510, 2004-05-13)
聚类程序\FuzzyClusteringToolbox\Demos\optnumber\MotorCycle.txt (8086, 2003-04-25)
聚类程序\FuzzyClusteringToolbox\Demos\optnumber\optnumber.m (1608, 2005-03-22)
聚类程序\FuzzyClusteringToolbox\Demos\normexample\data3.txt (5705, 2004-02-09)
聚类程序\FuzzyClusteringToolbox\Demos\normexample\normexample.m (373, 2004-05-17)
聚类程序\FuzzyClusteringToolbox\Demos\comparing\FCMcall.m (637, 2004-05-19)
聚类程序\FuzzyClusteringToolbox\Demos\comparing\GGcall.m (716, 2005-03-22)
聚类程序\FuzzyClusteringToolbox\Demos\comparing\GKcall.m (676, 2004-05-19)
聚类程序\FuzzyClusteringToolbox\Demos\comparing\Kmeanscall.m (421, 2004-05-13)
聚类程序\FuzzyClusteringToolbox\Demos\comparing\Kmedoidcall.m (422, 2004-05-13)
聚类程序\FuzzyClusteringToolbox\Demos\comparing\modvalidity.m (3510, 2004-05-13)
聚类程序\FuzzyClusteringToolbox\Demos\comparing\nDexample.m (336, 2004-05-13)
聚类程序\FuzzyClusteringToolbox\Demos\clustevalexample\data2.txt (2952, 2004-02-09)
聚类程序\FuzzyClusteringToolbox\Demos\clustevalexample\evalexample.m (539, 2005-03-22)
聚类程序\FuzzyClusteringToolbox\Demos\clusteringexamples\synthetic\FCMcall.m (499, 2004-05-19)
聚类程序\FuzzyClusteringToolbox\Demos\clusteringexamples\synthetic\GGcall.m (598, 2004-05-19)
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