資源簡(jiǎn)介
一些關(guān)于核函數(shù)的PCA ECA 分析,以及對(duì)應(yīng)的聚類(lèi)分析方法,演示程序
代碼片段和文件信息
%%?kernel?Entropy?Component?Analysis
%?load?data?
clear?close?allclc
load?D:\近期要看的內(nèi)容\常用算法程序\SVM\svm_Steve_Gunn\讀入文件\guotai_15;
load?D:\近期要看的內(nèi)容\常用算法程序\SVM\svm_Steve_Gunn\讀入文件\guotai_5;
lamda=8000:-1:1;
X=[guotai_15;guotai_5];?Y=[ones(size(guotai_151)1);-ones(size(guotai_51)1)];
figureplot(X‘);
load?D:\近期要看的內(nèi)容\常用算法程序\SVM\svm_Steve_Gunn\讀入文件\data_0803.mat;
load?D:\近期要看的內(nèi)容\常用算法程序\SVM\svm_Steve_Gunn\讀入文件\data_0903.mat;
X=[jd0803‘;jm0803‘];
[COEFFSCORElatenttsquare]?=?princomp(X‘econ‘);
?%?p=SCORE(1:751:2);q=SCORE(76:end1:2);
??p=SCORE(1:751:3);q=SCORE(76:end1:3);
?figureplot3(p(:1)p(:2)p(:3)‘o‘);hold?onplot3(q(:1)q(:2)q(:3)‘+‘);grid?on
%?figureplot(p(:1)p(:2)‘o‘);hold?onplot(q(:1)q(:2)‘+‘);
%%?PCA
?[COEFFSCORElatenttsquare]?=?princomp(X‘econ‘);
p=SCORE(1:301:2);q=SCORE(31:end1:2);
figureplot(p(:1)p(:2)‘ro‘);hold?onplot(q(:1)q(:2)‘g+‘);
%%?compute?kernel?matrix??K
?%?ker=‘linear‘;
?global?p1?p2
?p1=2;?p2=0.1;
?屬性????????????大小?????日期????時(shí)間???名稱(chēng)
-----------?---------??----------?-----??----
?????文件???????1539??2010-05-14?12:13??KPCA?KECA\keca.m
?????文件???????3595??2008-11-23?15:07??KPCA?KECA\KPCA.m
?????文件??????12024??2009-10-14?21:34??KPCA?KECA\SR.m
?????目錄??????????0??2010-05-20?15:55??KPCA?KECA
-----------?---------??----------?-----??----
????????????????17158????????????????????4
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