Pudil, Pavel; Somol, Petr - In: Acta Oeconomica Pragensia 2008 (2008) 4, pp. 37-55
We provide an overview of problems related to variable selection (also known as feature selection) techniques in decision-making problems based on machine learning with a particular emphasis on recent knowledge. Several popular methods are reviewed and assigned to a taxonomical context. Issues...