trainmap.m

有监督自组织映射-偏最小二乘算法(A supervised self-organising map–partial least squares algorithm),可以用语多变量数据的回归分析

function [MLK]= TrainMap(Xtr,Xtest,MLKP);
%
% Initialise weight vectors of input map
Xtr=[Xtr; Xtest];
if (length(MLKP.MapFile) == 0)
    [XMap, YMap] = InitMapWeights(Xtr, [], MLKP);
else
    load(MLKP.MapFile);
end
NewXMap=XMap;
%
% Start mapping the objects in the input space
[XMap] = LearnKOH(Xtr,NewXMap,MLKP);
MLK.XMap = XMap;
MLK.Xtr = Xtr;
MLK.Xtest = [];