Support vector machines vs multi-layer perceptrons in particle identification
In this paper we evaluate the performance of Support Vector Machines (SVMs) and Multi-Layer Perceptrons (MLPs) on two di erent problems of Particle Identi cation in High Energy Physics experiments. The obtained results indicate that SVMs and MLPs tend to perform very similarly.