资源简介
FCM,GK,GG模糊聚类算法FCM,GK,GG模糊聚类算法
代码片段和文件信息
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
属性 大小 日期 时间 名称
----------- --------- ---------- ----- ----
目录 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
............此处省略32个文件信息
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