SUN, MINGHE - In: International Journal of Information Technology & … 12 (2013) 06, pp. 1175-1199
A multi-class support vector machine (M-SVM) is developed, its dual is derived, its dual is mapped to high dimensional feature spaces using inner product kernels, and its performance is tested. The M-SVM is formulated as a quadratic programming model. Its dual, also a quadratic programming...