On the Consistency of Optimal Bayesian Feature Selection in the Presence of Correlations

Ali Foroughi pour, Lori A. Dalton

Optimal Bayesian feature selection (OBFS) is a multivariate supervised screening method designed from the ground up for biomarker discovery. In this work, we prove that Gaussian OB…