I have the following code:
Accuracy=off(data,z)
for i=1:100
n = size(data,1);
data_rand = data(randperm(n),:);
m = ceil(n/20);
k = 1:m:n-m;
test = data_rand(k:k+m-1,:);
train = [data_rand(1:k-1,:); data_rand(k+m:end,:)];
%/ code to calculate auc
end
accuracy=mean(auc)
Every iteration the values of train and test are changed, so the value of auc is changed every time.
Say the final result is accuracy=0.7654 and another time accuracy=0.6543 or accuracy=0.4657. I want to fixed a specific result, say 0.6543, i.e if I run previous code more times I want to obtain the same result (0.6543).
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