Description: 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.
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File list (Check if you may need any files):
聚类程序\新建 文本文档 (7).txt
........\FuzzyClusteringToolbox\FuzzyClusteringToolbox.pdf
........\......................\loadFile.do.htm
........\......................\FUZZCLUST\clusteval.m
........\......................\.........\clust_denormalize.m
........\......................\.........\clust_normalize.m
........\......................\.........\FCMclust.m
........\......................\.........\FuzSam.m
........\......................\.........\GGclust.m
........\......................\.........\GKclust.m
........\......................\.........\Kmeans.m
........\......................\.........\Kmedoid.m
........\......................\.........\nDexample.m
........\......................\.........\PCA.m
........\......................\.........\PROJEVAL.M
........\......................\.........\SAMMON.M
........\......................\.........\SAMSTR.M
........\......................\.........\validity.m
........\......................\Demos\projection\IRIS.MAT
........\......................\.....\..........\visual_call.m
........\......................\.....\..........\WINEDAT.TXT
........\......................\.....\..........\wisconsin.wk1
........\......................\.....\PCAexample\nDexample.m
........\......................\.....\..........\PCAexample.m
........\......................\.....\optnumber\modvalidity.m
........\......................\.....\.........\MotorCycle.txt
........\......................\.....\.........\optnumber.m
........\......................\.....\normexample\data3.txt
........\......................\.....\...........\normexample.m
........\......................\.....\comparing\FCMcall.m
........\......................\.....\.........\GGcall.m
........\......................\.....\.........\GKcall.m
........\......................\.....\.........\Kmeanscall.m
........\......................\.....\.........\Kmedoidcall.m
........\......................\.....\.........\modvalidity.m
........\......................\.....\.........\nDexample.m
........\......................\.....\.lustevalexample\data2.txt
........\......................\.....\................\evalexample.m
........\......................\.....\......ringexamples\synthetic\FCMcall.m
........\......................\.....\..................\.........\GGcall.m
........\......................\.....\..................\.........\GKcall.m
........\......................\.....\..................\.........\Kmeanscall.m
........\......................\.....\..................\.........\Kmedoidcall.m
........\......................\.....\..................\.........\nDexample.m
........\......................\.....\..................\motorcycle\FCMcall.m
........\......................\.....\..................\..........\GGcall.m
........\......................\.....\..................\..........\GKcall.m
........\......................\.....\..................\..........\Kmeanscall.m
........\......................\.....\..................\..........\Kmedoidcall.m
........\......................\.....\..................\..........\MotorCycle.txt
........\......................\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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........\......................\.................\ltblue_top_nav_trans.gif
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