Feature Selection Methods for Cost-Constrained Classification in Random Forests

Rudolf Jagdhuber, Michel Lang, Jörg Rahnenführer

Cost-sensitive feature selection describes a feature selection problem, where features raise individual costs for inclusion in a model. These costs allow to incorporate disfavored…