Robust kernel-free quadratic surface twin support vector machine with capped $L_1$-norm distance metric

Qi Si, Zhi Xia Yang

Twin support vector machine (TSVM) is a very classical and practical classifier for pattern classification. However, the traditional TSVM has two limitations. Firstly, it uses the…