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The following MATLAB script takes all features in columns of data.It then creates all possible combinations of them and performs classification and leave one out cross validation. You then need to set y to be a vector of zeroes and ones as labels to the two groups. Also set v to reflect the number of features you have. And that is all. You need also the loo.m function.

Author: Tomas Kouba

Check the git repository below: