Bayesian Error Analysis for Feature Selection in Biomarker Discovery

We present a novel Bayesian validation paradigm with several validation metrics tailored to biomarker discovery, including moments (the mean and variance) of the number of false discoveries, the number of missed discoveries, and the false discovery rate. All of these validation metrics can be used w...

Descripció completa

Dades bibliogràfiques
Autors principals: Ali Foroughi Pour, Lori A. Dalton
Format: Article
Idioma:English
Publicat: IEEE 2019-01-01
Col·lecció:IEEE Access
Matèries:
Accés en línia:https://ieeexplore.ieee.org/document/8784154/