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大小: 5KB文件類型: .m金幣: 2下載: 1 次發(fā)布日期: 2021-01-01
- 語言: Matlab
- 標(biāo)簽: 機器學(xué)習(xí)??降維??
資源簡介
經(jīng)典降維算法局部保持投影LPP算法的matlab代碼,希望對需要降維算法的童鞋有所幫助
代碼片段和文件信息
function?[eigvector?eigvalue]?=?LPP(W?options?data)
%?LPP:?Locality?Preserving?Projections
%
%???????[eigvector?eigvalue]?=?LPP(W?options?data)
%?
%?????????????Input:
%???????????????data???????-?Data?matrix.?Each?row?vector?of?fea?is?a?data?point.
%???????????????W???????-?Affinity?matrix.?You?can?either?call?“constructW“
%?????????????????????????to?construct?the?W?or?construct?it?by?yourself.
%???????????????options?-?Struct?value?in?Matlab.?The?fields?in?options
%?????????????????????????that?can?be?set:
%???????????????????????????
%?????????????????????????Please?see?LGE.m?for?other?options.
%
%?????????????Output:
%???????????????eigvector?-?Each?column?is?an?embedding?function?for?a?new
%???????????????????????????data?point?(row?vector)?x??y?=?x*eigvector
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