A Bayesian View of Challenges in Feature Selection: Feature Aggregation, Multiple Targets, Redundancy and Interaction

Peter Antal, András Millinghoffer, Gábor Hullám, Csaba Szalai, András Falus

Abstract: In the paper we discuss applications of the Bayesian approach to new challenges in relevance analysis. Earlier, we formulated a Bayesian approach to Feature Subset Selection using Bayesian networks...