adaptmap.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 [NewMap] = AdaptMap(X,OldMap,Winner,Alpha,ActUnits,Weights);

MaxUnit = ActUnits(Winner,1);
AU = ActUnits(Winner,2:MaxUnit+1);
W = Weights(Winner,1:MaxUnit) * Alpha;

NewMap = OldMap;
for i=1:MaxUnit
    NewMap(:,AU(i))=(1-W(i))*OldMap(:,AU(i))+W(i)*X';
end