Using Data Envelopment Analysis to solve binary classification problems

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.

کلیدواژه ها:

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