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文件名称:FuzzyClusteringToolbox

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    2012-11-16
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    2.04mb
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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
FuzzyClusteringToolbox/Demos/clusteringexamples/motorcycle/FCMcall.m
FuzzyClusteringToolbox/Demos/clusteringexamples/motorcycle/GGcall.m
FuzzyClusteringToolbox/Demos/clusteringexamples/motorcycle/GKcall.m
FuzzyClusteringToolbox/Demos/clusteringexamples/motorcycle/Kmeanscall.m
FuzzyClusteringToolbox/Demos/clusteringexamples/motorcycle/Kmedoidcall.m
FuzzyClusteringToolbox/Demos/clusteringexamples/motorcycle/MotorCycle.txt
FuzzyClusteringToolbox/Demos/clusteringexamples/motorcycle/新建文本文档.txt
FuzzyClusteringToolbox/Demos/clusteringexamples/synthetic/FCMcall.m
FuzzyClusteringToolbox/Demos/clusteringexamples/synthetic/GGcall.m
FuzzyClusteringToolbox/Demos/clusteringexamples/synthetic/GKcall.m
FuzzyClusteringToolbox/Demos/clusteringexamples/synthetic/Kmeanscall.m
FuzzyClusteringToolbox/Demos/clusteringexamples/synthetic/Kmedoidcall.m
FuzzyClusteringToolbox/Demos/clusteringexamples/synthetic/nDexample.m
FuzzyClusteringToolbox/Demos/clustevalexample/data2.txt
FuzzyClusteringToolbox/Demos/clustevalexample/evalexample.m
FuzzyClusteringToolbox/Demos/comparing/FCMcall.m
FuzzyClusteringToolbox/Demos/comparing/GGcall.m
FuzzyClusteringToolbox/Demos/comparing/GKcall.m
FuzzyClusteringToolbox/Demos/comparing/Kmeanscall.m
FuzzyClusteringToolbox/Demos/comparing/Kmedoidcall.m
FuzzyClusteringToolbox/Demos/comparing/modvalidity.m
FuzzyClusteringToolbox/Demos/comparing/nDexample.m
FuzzyClusteringToolbox/Demos/normexample/data3.txt
FuzzyClusteringToolbox/Demos/normexample/normexample.m
FuzzyClusteringToolbox/Demos/optnumber/modvalidity.m
FuzzyClusteringToolbox/Demos/optnumber/MotorCycle.txt
FuzzyClusteringToolbox/Demos/optnumber/optnumber.m
FuzzyClusteringToolbox/Demos/PCAexample/nDexample.m
FuzzyClusteringToolbox/Demos/PCAexample/PCAexample.m
FuzzyClusteringToolbox/Demos/projection/IRIS.MAT
FuzzyClusteringToolbox/Demos/projection/visual_call.m
FuzzyClusteringToolbox/Demos/projection/WINEDAT.TXT
FuzzyClusteringToolbox/Demos/projection/wisconsin.wk1
FuzzyClusteringToolbox/FUZZCLUST/clusteval.m
FuzzyClusteringToolbox/FUZZCLUST/clust_denormalize.m
FuzzyClusteringToolbox/FUZZCLUST/clust_normalize.m
FuzzyClusteringToolbox/FUZZCLUST/FCMclust.asv
FuzzyClusteringToolbox/FUZZCLUST/FCMclust.m
FuzzyClusteringToolbox/FUZZCLUST/FuzSam.m
FuzzyClusteringToolbox/FUZZCLUST/GGclust.m
FuzzyClusteringToolbox/FUZZCLUST/GKclust.m
FuzzyClusteringToolbox/FUZZCLUST/Kmeans.m
FuzzyClusteringToolbox/FUZZCLUST/Kmedoid.m
FuzzyClusteringToolbox/FUZZCLUST/nDexample.m
FuzzyClusteringToolbox/FUZZCLUST/PCA.m
FuzzyClusteringToolbox/FUZZCLUST/PROJEVAL.M
FuzzyClusteringToolbox/FUZZCLUST/SAMMON.M
FuzzyClusteringToolbox/FUZZCLUST/SAMSTR.M
FuzzyClusteringToolbox/FUZZCLUST/validity.m
FuzzyClusteringToolbox/FuzzyClusteringToolbox.pdf
FuzzyClusteringToolbox/loadFile.do.htm
FuzzyClusteringToolbox/loadFile.do_files/00th.png
FuzzyClusteringToolbox/loadFile.do_files/20th.png
FuzzyClusteringToolbox/loadFile.do_files/30th.png
FuzzyClusteringToolbox/loadFile.do_files/blue_band_536x5.gif
FuzzyClusteringToolbox/loadFile.do_files/bullet.gif
FuzzyClusteringToolbox/loadFile.do_files/Captcha.htm
FuzzyClusteringToolbox/loadFile.do_files/cmnty1.css
FuzzyClusteringToolbox/loadFile.do_files/doc.gif
FuzzyClusteringToolbox/loadFile.do_files/dots_rnav.gif
FuzzyClusteringToolbox/loadFile.do_files/dots_rnav_top.gif
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FuzzyClusteringToolbox/loadFile.do_files/ltblue_top_nav_trans.gif
FuzzyClusteringToolbox/loadFile.do_files/mail_brdr.gif
FuzzyClusteringToolbox/loadFile.do_files/mlc_logo.gif
FuzzyClusteringToolbox/loadFile.do_files/preview.jpg
FuzzyClusteringToolbox/loadFile.do_files/question.gif
FuzzyClusteringToolbox/loadFile.do_files/s82003725333664.gif
FuzzyClusteringToolbox/loadFile.do_files/site3.css
FuzzyClusteringToolbox/loadFile.do_files/spacer.gif
FuzzyClusteringToolbox/loadFile.do_files/submitfile.gif
FuzzyClusteringToolbox/loadFile.do_files/s_code.txt
FuzzyClusteringToolbox/loadFile.do_files/xmlicon_30x12.gif
FuzzyClusteringToolbox/Demos/clusteringexamples/motorcycle
FuzzyClusteringToolbox/Demos/clusteringexamples/synthetic
FuzzyClusteringToolbox/Demos/clusteringexamples
FuzzyClusteringToolbox/Demos/clustevalexample
FuzzyClusteringToolbox/Demos/comparing
FuzzyClusteringToolbox/Demos/normexample
FuzzyClusteringToolbox/Demos/optnumber
FuzzyClusteringToolbox/Demos/PCAexample
FuzzyClusteringToolbox/Demos/projection
FuzzyClusteringToolbox/Demos
FuzzyClusteringToolbox/FUZZCLUST
FuzzyClusteringToolbox/loadFile.do_files
FuzzyClusteringToolbox

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