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FCM,GK,GG模糊聚類算法FCM,GK,GG模糊聚類算法

代碼片段和文件信息
clear?all
close?all
path(path‘..\..\..\FUZZCLUST‘)
%the?data
load?motorcycle.txt
data.X?=?motorcycle(:[1?2]);
%parameters
param.c=4;
param.m=2;
param.e=1e-6;
param.ro=ones(1param.c);
param.val=1;
%normalization
data=clust_normalize(data‘range‘);
%clustering
result?=?FCMclust(dataparam);
plot(data.X(:1)data.X(:2)‘b.‘result.cluster.v(:1)result.cluster.v(:2)‘ro‘);
hold?on
%draw?contour-map
new.X=data.X;
eval=clusteval(newresultparam);
%validation
result?=?validity(resultdataparam);
result.validity
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄??????????0??2007-12-11?20:36??Demos
????..AD...?????????0??2007-12-11?20:36??Demos\clusteringexamples
????..AD...?????????0??2007-12-11?20:36??Demos\clusteringexamples\motorcycle
?????文件????????542??2005-03-22?16:20??Demos\clusteringexamples\motorcycle\FCMcall.m
?????文件????????589??2005-03-22?16:28??Demos\clusteringexamples\motorcycle\GGcall.m
?????文件????????543??2005-03-22?16:26??Demos\clusteringexamples\motorcycle\GKcall.m
?????文件????????408??2005-03-22?16:24??Demos\clusteringexamples\motorcycle\Kmeanscall.m
?????文件????????409??2005-03-22?16:29??Demos\clusteringexamples\motorcycle\Kmedoidcall.m
?????文件???????8086??2003-04-25?16:31??Demos\clusteringexamples\motorcycle\MotorCycle.txt
????..AD...?????????0??2007-12-11?20:36??Demos\clusteringexamples\synthetic
?????文件????????499??2004-05-19?21:07??Demos\clusteringexamples\synthetic\FCMcall.m
?????文件????????598??2004-05-19?21:07??Demos\clusteringexamples\synthetic\GGcall.m
?????文件????????498??2004-05-19?21:08??Demos\clusteringexamples\synthetic\GKcall.m
?????文件????????536??2004-05-17?09:29??Demos\clusteringexamples\synthetic\Kmeanscall.m
?????文件????????508??2004-05-17?09:30??Demos\clusteringexamples\synthetic\Kmedoidcall.m
?????文件????????381??2004-03-14?19:08??Demos\clusteringexamples\synthetic\nDexample.m
????..AD...?????????0??2007-12-11?20:36??Demos\clustevalexample
?????文件???????2952??2004-02-09?16:02??Demos\clustevalexample\data2.txt
?????文件????????539??2005-03-22?16:30??Demos\clustevalexample\evalexample.m
????..AD...?????????0??2007-12-11?20:36??Demos\comparing
?????文件????????637??2004-05-19?21:08??Demos\comparing\FCMcall.m
?????文件????????716??2005-03-22?16:33??Demos\comparing\GGcall.m
?????文件????????676??2004-05-19?21:09??Demos\comparing\GKcall.m
?????文件????????421??2004-05-13?15:01??Demos\comparing\Kmeanscall.m
?????文件????????422??2004-05-13?15:01??Demos\comparing\Kmedoidcall.m
?????文件???????3510??2004-05-13?14:27??Demos\comparing\modvalidity.m
?????文件????????336??2004-05-13?15:00??Demos\comparing\nDexample.m
????..AD...?????????0??2007-12-11?20:36??Demos\normexample
?????文件???????5705??2004-02-09?16:02??Demos\normexample\data3.txt
?????文件????????373??2004-05-17?17:32??Demos\normexample\normexample.m
............此處省略32個文件信息
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