Bayesian Classification and Feature Selection from Finite Data Sets

Frans Coetzee, Steve Lawrence, C. Lee Giles

Feature selection aims to select the smallest subset of features for a specified level of performance. The optimal achievable classification performance on a feature subset is summ…