Huang, Xiaolin; Shi, Lei; Suykens, Johan A.K. - In: Computational Statistics & Data Analysis 70 (2014) C, pp. 395-405
In the field of classification, the support vector machine (SVM) pursues a large margin between two classes. The margin is usually measured by the minimal distance between two sets, which is related to the hinge loss or the squared hinge loss. However, the minimal value is sensitive to noise and...