Learning the hypotheses space from data through a U-curve algorithm

Diego Marcondes, Adilson Simonis, Junior Barrera

This paper proposes a data-driven systematic, consistent and non-exhaustive approach to Model Selection, that is an extension of the classical agnostic PAC learning model. In this…