In this paper, we present and empirically validate a theory which aims at filling the abovementioned gaps.
we provide: (i) a proof of the equation for the exact computation of feature weights induced by TK functions (Collins and Duffy, 2002); (ii) a theoretical characterization of feature selection based on w .