analysebdk.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 AnalyseBDK(BestMLK,MLKP);

figure(1)
PlotMap(BestMLK.XMap,MLKP);

figure(2)
if (upper(MLKP.ProblemType) == 'REG')
    ShowMap(BestMLK.YMap,MLKP);
else
    ShowAllClasses(BestMLK.YMap,MLKP); 
end

figure(3)
CT=CalcCorrTable(BestMLK.XMap,BestMLK.YMap);
subplot(3,1,1)
plot(BestMLK.Xtr')
title('CI (XMap,YMap)')
axis tight
subplot(3,1,2)
imagesc(CT')
subplot(3,1,3)
plot(CT)
axis tight