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資源簡介

2005年由匈牙利Department of Process Engineering University of Veszprem的Balazs Balasko, Janos Abonyi and Balazs Feil編寫的模糊聚類及數據分析工具箱。 代碼很全面,包括文檔說明。 包括聚類算法Kmeans Kmedoids FCM GK GG,聚類評價方法,聚類降維可視化方法。 其中,說明文檔我做了書簽,便于大家閱讀。 PS:本來沒打算索要資源分,因為是人家開源發布的東西。但是,上傳資源的時候點選了資源分,就沒有0分的選項,最后只能選擇這個最低1分了。如果沒有帳號或者資源分不夠,可以聯系我,我分享給你們。或者去找原資源網站,或者去可以不收取資源分的地方下載吧!大家共同學習進步! QQ:379786867(亦可微信)

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??2017-07-10?20:33??Demos\
?????目錄???????????0??2017-07-10?20:33??Demos\PCAexample\
?????文件?????????483??2005-03-22?16:36??Demos\PCAexample\PCAexample.m
?????文件?????????379??2004-05-10?21:17??Demos\PCAexample\nDexample.m
?????目錄???????????0??2017-07-10?20:33??Demos\clusteringexamples\
?????目錄???????????0??2017-07-11?00:54??Demos\clusteringexamples\motorcycle\
?????文件?????????542??2005-03-22?16:20??Demos\clusteringexamples\motorcycle\FCMcall.m
?????文件?????????698??2017-07-11?00:08??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??2017-07-10?20:33??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??2017-07-10?20:33??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??2017-07-10?20:33??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??2017-07-10?20:33??Demos\normexample\
............此處省略28個文件信息

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