Kernel Classifiers from a Machine Learning Perspective
This chapter contains sections titled: 2.1 The Basic Setting, 2.2 Learning by Risk Minimization, 2.3 Kernels and Linear Classifiers, 2.4 Support Vector Classification Learning, 2.5 Adaptive Margin Machines, 2.6 Bibliographical Remarks