Farad Hosseinzadeh Lotfi - Department of Mathematics, Science and Research Branch, Islamic Azad University, Tehran, Iran
Shadi Givehchi - Department of Mathematics, Science and Research Branch, Islamic Azad University, Tehran, Iran
Mohsen Vaez-Ghasemi - Department of Mathematics, Science and Research Branch, Islamic Azad University, Tehran, Iran

In this paper we proposed a new model based on Data envelopment analysis (DEA) to solve binary classification problem. In proposed model, additive model is used for binary classification problems. Compared with smilar model for solving classification problems, the proposed model has low CPU time and moreover can be applied to solve classification problems with negative data.

Data envelopment analysis, binary classification problems, linear programming problem, quadratic programming problem