Relative density based support vector machine

Shuyin Xia, Zhongyang Xiong, Yueguo Luo, Limei Dong, Changyuan Xing

Abstract: Highlights•The “relative density” can rank data points into three ranks.•The proposed method can convert inseparable dataset into separable dataset.•The proposed SVM method can avoid using cross validation.