資源簡介
光譜數據降維方法,連續投影法。
代碼片段和文件信息
clc
clear
close?all
%load?shuju
%load?xcal
%load?xpre
load?ycal
load?ypre
load?cab_1152_jm_GF
load?cab_1152_yz_GaussianFilter
%Xcal=xcal;
Xcal=cab_1152_jm_Sheet3_GaussianFilter;
%Xval=xpre;
Xval=cab_1152_yz_Sheet3_GaussianFilter;
yval=ypre;
m_min=1;
m_max=20;
N?=?size(Xcal1);?
K?=?size(Xcal2);?
%?Phase?1:?Projection?operations?for?the?selection?of?candidate?subsets
????
normalization_factor?=?std(Xcal);
????
for?k?=?1:K
????x?=?Xcal(:k);
????Xcaln(:k)?=?(x?-?mean(x))?/?normalization_factor(k);
end
SEL?=?zeros(m_maxK);
for?k?=?1:K
????SEL(:k)?=?projection(Xcalnkm_max);
end
????
%?Phase?2:?Evaluation?of?the?candidate?subsets?according?to?the?PRESS?criterion
PRESS?=?Inf*ones(m_maxK);
for?k?=?1:K
????for?m?=?m_min:m_max
????????var_s
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