Description: 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.
File list (Check if you may need any files):
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
......................\.................\fullstar_grey.gif
......................\.....
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