From Binary Classification to Categorial Prediction
Koby Crammer · 2009
This chapter contains sections titled: Multi-category Problems Hypothesis Class Loss Functions Hinge Loss Functions A Generalized Perceptron Algorithm A Generalized Passive–Aggressive Algorithm A Batch Formulation Concluding Remarks Appendix. Derivations of the Duals of the Passive–Aggressive Algorithm and the Batch Formulation References