Alexandros Karatzoglou, Alex Smola, Achim Zeileis and Kurt Hornik svlab -- A Kernel Methods Package ***************************************************************** svlab is an extensible, object oriented, package for kernel based learning in R. Its main objective is to provide a tool kit consisting of basic kernel functionality, optimizers and high level algorithms such as Support Vector Machines and Kernel Principal Component Analysis which can be extended by the user in a very modular way. Based on this infrastructure kernel-based methods can be easily be constructed and developed.