Support Vector Machine Classification on a Biased Training Set: Multi-Jet Background Rejection at Hadron Colliders

Federico Sforza, Vittorio Lippi

This paper describes an innovative way to optimize a multivariate classifier, in particular a Support Vector Machine algorithm, on a problem characterized by a biased training samp…