資源簡介
連 續 投 影 算 法(SPA)是 一 種 使 矢 量 空 間 共 線 性最小化的前向變量選擇算法, 它的優勢在于提取全波段的幾個特征波長, 能夠消除原始光譜矩陣中冗余的信息,可用于光譜特征波長的篩選。

代碼片段和文件信息
function?chain?=?projections_qr(XkM)
%?Projections?routine?for?the?Successive?Projections?Algorithm?using?the
%?built-in?QR?function?of?Matlab
%
%?chain?=?projections(XkM)
%
%?X?-->?Matrix?of?predictor?variables?(#?objects?N?x?#?variables?K)
%?k?-->?Index?of?the?initial?column?for?the?projection?operations
%?M?-->?Number?of?variables?to?include?in?the?chain
%
%?chain?-->?Index?set?of?the?variables?resulting?from?the?projection?operations
X_projected?=?X;
norms?=?sum(X_projected.^2);????%?Square?norm?of?each?column?vector
norm_max?=?max(norms);?%?Norm?of?the?“largest“?column?vector
X_projected(:k)?=?X_projected(:k)*2*norm_max/norms(k);?%?Scales?the?kth?column?so?that?it?becomes?the?“largest“?column
[dummy1dummy2order]?=?qr(X_projected0);?
chain?=?order(1:M)‘;
?屬性????????????大小?????日期????時間???名稱
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?????文件??????26624??2012-11-28?21:42??連續投影算法\instructions.doc
?????文件????????803??2012-11-28?21:42??連續投影算法\projections_qr.m
?????文件???????4500??2012-11-28?21:42??連續投影算法\spa.m
?????文件???????9552??2012-11-28?22:04??連續投影算法\spa2.fig
?????文件????????988??2012-11-28?21:42??連續投影算法\statistical_prediction_error.m
?????文件???????1133??2012-11-28?21:42??連續投影算法\validation.m
?????文件???????1219??2012-11-28?21:42??連續投影算法\validation_metrics.m
?????文件????2379264??2012-11-28?21:42??連續投影算法\讀書報告04?(劉飛-09.11.04).ppt
?????目錄??????????0??2017-12-09?16:32??連續投影算法
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