FuzzyClusteringToolbox
所属分类：matlab编程
开发工具：matlab
文件大小：2086KB
下载次数：400
上传日期：2009-01-05 20:24:45
上 传 者：
christina979
说明： 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.)
文件列表:
FuzzyClusteringToolbox\Demos\clusteringexamples\motorcycle\FCMcall.asv (456, 2008-12-21)
FuzzyClusteringToolbox\Demos\clusteringexamples\motorcycle\FCMcall.m (542, 2005-03-22)
FuzzyClusteringToolbox\Demos\clusteringexamples\motorcycle\GGcall.m (589, 2005-03-22)
FuzzyClusteringToolbox\Demos\clusteringexamples\motorcycle\GKcall.m (543, 2005-03-22)
FuzzyClusteringToolbox\Demos\clusteringexamples\motorcycle\Kmeanscall.m (408, 2005-03-22)
FuzzyClusteringToolbox\Demos\clusteringexamples\motorcycle\Kmedoidcall.m (409, 2005-03-22)
FuzzyClusteringToolbox\Demos\clusteringexamples\motorcycle\MotorCycle.txt (8086, 2003-04-25)
FuzzyClusteringToolbox\Demos\clusteringexamples\motorcycle\新建文本文档.txt (1654, 2008-12-21)
FuzzyClusteringToolbox\Demos\clusteringexamples\synthetic\FCMcall.m (499, 2004-05-19)
FuzzyClusteringToolbox\Demos\clusteringexamples\synthetic\GGcall.m (598, 2004-05-19)
FuzzyClusteringToolbox\Demos\clusteringexamples\synthetic\GKcall.m (498, 2004-05-19)
FuzzyClusteringToolbox\Demos\clusteringexamples\synthetic\Kmeanscall.m (536, 2004-05-17)
FuzzyClusteringToolbox\Demos\clusteringexamples\synthetic\Kmedoidcall.m (508, 2004-05-17)
FuzzyClusteringToolbox\Demos\clusteringexamples\synthetic\nDexample.m (381, 2004-03-14)
FuzzyClusteringToolbox\Demos\clustevalexample\data2.txt (2952, 2004-02-09)
FuzzyClusteringToolbox\Demos\clustevalexample\evalexample.m (539, 2005-03-22)
FuzzyClusteringToolbox\Demos\comparing\FCMcall.m (637, 2004-05-19)
FuzzyClusteringToolbox\Demos\comparing\GGcall.m (716, 2005-03-22)
FuzzyClusteringToolbox\Demos\comparing\GKcall.m (676, 2004-05-19)
FuzzyClusteringToolbox\Demos\comparing\Kmeanscall.m (421, 2004-05-13)
FuzzyClusteringToolbox\Demos\comparing\Kmedoidcall.m (422, 2004-05-13)
FuzzyClusteringToolbox\Demos\comparing\modvalidity.m (3510, 2004-05-13)
FuzzyClusteringToolbox\Demos\comparing\nDexample.m (336, 2004-05-13)
FuzzyClusteringToolbox\Demos\normexample\data3.txt (5705, 2004-02-09)
FuzzyClusteringToolbox\Demos\normexample\normexample.m (373, 2004-05-17)
FuzzyClusteringToolbox\Demos\optnumber\modvalidity.m (3510, 2004-05-13)
FuzzyClusteringToolbox\Demos\optnumber\MotorCycle.txt (8086, 2003-04-25)
FuzzyClusteringToolbox\Demos\optnumber\optnumber.m (1608, 2005-03-22)
FuzzyClusteringToolbox\Demos\PCAexample\nDexample.m (379, 2004-05-10)
FuzzyClusteringToolbox\Demos\PCAexample\PCAexample.m (483, 2005-03-22)
FuzzyClusteringToolbox\Demos\projection\IRIS.MAT (8584, 2004-04-05)
FuzzyClusteringToolbox\Demos\projection\visual_call.m (4117, 2005-03-22)
FuzzyClusteringToolbox\Demos\projection\WINEDAT.TXT (40081, 2004-04-05)
FuzzyClusteringToolbox\Demos\projection\wisconsin.wk1 (88942, 2004-04-05)
FuzzyClusteringToolbox\FUZZCLUST\clusteval.m (3178, 2005-03-22)
FuzzyClusteringToolbox\FUZZCLUST\clust_denormalize.m (710, 2005-03-22)
FuzzyClusteringToolbox\FUZZCLUST\clust_normalize.m (705, 2005-03-22)
FuzzyClusteringToolbox\FUZZCLUST\FCMclust.asv (1526, 2008-12-21)
FuzzyClusteringToolbox\FUZZCLUST\FCMclust.m (1483, 2005-03-22)
FuzzyClusteringToolbox\FUZZCLUST\FuzSam.m (2441, 2005-03-22)
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