Quadratic Surface Support Vector Machine with L1 Norm Regularization

Ahmad Mousavi, Zheming Gao, Lanshan Han +1

We propose ${\ell }_1$ norm regularized quadratic surface support vector machine models for binary classification in supervised learning. We establish their desired theoretical proper…