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It is more than clear that feature selection should take place within the cross-validation operator, in order to avoid leaking the labels if placed outside and prior to the CV operator. My question is in regard to the fact that for each CV fold maybe the selected features from mRMR, for example, will differ which model is the one that I get on the output?
Thanks in advance