how can I get started with feature selection algorithms using matlab?

I did find some links on this but couldn't understand. focus is on Feature selection using matlab with binary data set.

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feature is a value calculated by using some formula/algorithm.So be clear in each and every terms used in the algorithm and then apply it to your data set

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