Regularized multiple criteria linear programs for classification

  title={Regularized multiple criteria linear programs for classification},
  author={Yong Shi and Yingjie Tian and Xiaojun Chen and Peng Zhang},
  journal={Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007)},
Although multiple criteria mathematical program (MCMP), as an alternative method of classification, has been used in various real-life data mining problems, its mathematical structure of solvability is still challengeable. This paper proposes a regularized multiple criteria linear program (RMCLP) for two classes of classification problems. It first adds some regularization terms in the objective function of the known multiple criteria linear program (MCLP) model for possible existence of… CONTINUE READING