On topological and algebraic structures of categorical random variables

Inocencio Ortiz, Santiago Gómez-Guerrero, Christian E. Schaerer

Based on entropy and symmetrical uncertainty (SU), we define a metric for categorical random variables and show that this metric can be promoted into an appropriate quotient space…