Research and Development of Support Vector Machine Theory

The development history of support vector machine (SVM), the standard training algorithm, decomposition algorithm, transmutation algorithm, geometry algorithm and multi-class classifier algorithm of SVM were introduced and the Least Square SVM algorithm was described in detail.