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Feature selection method distribution by year for classification studies. The methods most often used were LASSO and ICC/CCC. Notably, LASSO and mRMR techniques that only appeared in 2018 onwards, with LASSO being chosen most often at the time of this review. The “Other” category encompasses feature selection methods that were used twice or less in the review
