Support Vectors and Statistical Mechanics
This chapter contains sections titled: Introduction, The Basic SVM Setting, The Learning Problem, The Approach of Statistical Mechanics, Results I: General, Results II: Overfitting, Results III: Dependence on the Input Density, Discussion and Outlook, Acknowledgments