Bayesian Analysis of Linear Combiners

Abstract. A new theoretical framework for the analysis of linear combiners is presented in this paper. This framework extends the scope of previous analytical models, and provides some new theoretical results which improve the understanding of linear combiners operation. In particular, we show that the analytical model developed in seminal works by Tumer and Ghosh is included in this framework.

• Type: Conference
• Year: 2007
• Where: MCS
• Authors: Battista Biggio, Giorgio Fumera, Fabio Roli
• Keywords: Analytical Model, Linear Combiners, Linear Combiners Operation, MCS 2007, Pattern Recognition