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How to get mse, mae and mape separately for multi layer output?

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Shay Ang
Shay Ang 2019-3-15
My codes have 2 layer output. But when i run, it only display error values (mse, mae and mape) for single layer output. I don't know whether the error is for first or second layer? Also, i want to get separate error values for each output layer. How do i do that?
Inp=repmat(TInp,1,2);
Out=repmat(TOut,1,2);
[NInp,PS]=mapminmax(Inp)
[NOut,TS]=mapminmax(Out)
[trainInd,valInd,testInd] = divideblock(40,0.5,0.3,0.2);
for i=1:20;
net = feedforwardnet([i,2],'trainlm');
net=train(net,NInp,NOut);
Y=sim(net,NInp);
Targ=mapminmax('reverse',Y,TS);
error=(Out-Targ);
perf=mse(net,Out,Targ);
perf2=mae(error);
perf3=mean(abs(error/Out));
MSE(i,:)=perf;
MAE(i,:)=perf2;
MAPE(i,:)=perf3;
end

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