A Safe Screening Rule with Bi-level Optimization of $\nu$ Support Vector Machine

Zhiji Yang, Wanyi Chen, Huan Zhang +3

Support vector machine (SVM) has achieved many successes in machine learning, especially for a small sample problem. As a famous extension of the traditional SVM, the $\nu$ support v…