How to remove the for loop from the following code?
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'Index' is an array of length N. Every elemnt of the array Index is an integer (from 1 to 7)
"xxtr" is a sample matrix with size NxM. This means for every sample (row) of matrix 'xxtr' there is an equivalent integer value in array 'Index'
Ecah element of the cell 'myRF{c,i}' is a fitted fitrensemble model that can predict output y for any sample x.
Is there a way that I can vectorize the following code by excluding the nested for loops (for efficincy purpose)?
Thanks.
for i=1:4
for jj=1:size(xxtr,1)
c=Index(jj);
x=xxtr(jj,:);
[y]=predict(myRF{c,i},x) ; % predictions
yy(jj,i)=y; %
end
end
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Accepted Answer
Voss
on 29 Dec 2021
yy = cellfun(@(x,y)predict(x,y),myRF(Index,:),repmat(num2cell(xxtr,2),1,4));
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