Kernel Support Vector Machine Classifiers with the ${\ell }_0$-Norm Hinge Loss

Rongrong Lin, Yingjia Yao, Yulan Liu

Support Vector Machine (SVM) has been one of the most successful machine learning techniques for binary classification problems. The key idea is to maximize the margin from the dat…