1-norm Support Vector Machines

The standard 2-norm SVM is known for its good performance in two- In this paper, we consider the 1-norm SVM. We also propose an ef cient algorithm that computes the whole solution path of the 1-norm SVM, hence facilitates adaptive selection of the tuning parameter for the 1-norm SVM.