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I have a dataset and on that, I have to perform feature selection using a correlation-based feature selection process (using scikit-learn), can anyone please show me how to do it with a small example using the sklearn library.

I have read sklearn's documentation about feature selection: https://scikit-learn.org/stable/modules/feature_selection.html, but I am not able to wrap my head around it.

Please explain the steps in layman's terms, if possible.

Thank you.

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