What is the best reference for multi-class SVM?
The best resource for multi-classification support vector machines (SVM) is the book "Pattern Recognition and Machine Learning" by Bishop.

The paper "A comparison of methods for multiclass support vector machines"  by Hsu and Lin also covers the topic.