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  • 大小: 2MB
    文件類型: .zip
    金幣: 1
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    發(fā)布日期: 2021-01-04
  • 語言: Matlab
  • 標簽: Kmeans??

資源簡介

Kmeans聚類算法matlab源代碼,可用于圖像分割等數(shù)字圖像處理領(lǐng)域。

資源截圖

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??2005-04-19?11:23??Demos\clusteringexamples\
?????目錄???????????0??2005-04-19?11:23??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
?????目錄???????????0??2005-04-19?11:23??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
?????目錄???????????0??2005-04-19?11:23??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
?????目錄???????????0??2005-04-19?11:23??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
?????目錄???????????0??2005-04-19?11:23??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
?????目錄???????????0??2005-04-19?11:23??Demos\optnumber\
?????文件????????3510??2004-05-13?14:27??Demos\optnumber\modvalidity.m
............此處省略26個文件信息

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