Efficient Decision Trees for Multi-class Support Vector Machines Using Entropy and Generalization Error Estimation

Pittipol Kantavat, Boonserm Kijsirikul, Patoomsiri Songsiri +2

We propose new methods for Support Vector Machines (SVMs) using tree architecture for multi-class classi- fication. In each node of the tree, we select an appropriate binary classi…