During the development of hand-held character recognition devices,the conflict of limited resources and high demand for real-time makes the traditional support vector machine(SVM) classification method fail to meet the requirements of recognition speed and recognition rate at the same time.A fast classification algorithm of support vector machine(FCSVM) is proposed.After the transformation on the full set of support vectors,a subset of support vectors instead of the full set of support vectors is used in cl...