Deep Neural Network as an alternative to Boosted Decision Trees for PID

Denis Stanev, Riccardo Riva, Michele Umassi

In this paper we recreate, and improve, the binary classification method for particles proposed in Roe et al. (2005) paper "Boosted decision trees as an alternative to artificial n…