Using Data Envelopment Analysis to solve binary classification problems
عنوان مقاله: Using Data Envelopment Analysis to solve binary classification problems
شناسه ملی مقاله: DEA04_053
منتشر شده در چهارمین کنفرانس ملی تحلیل پوششی دادها در سال 1391
شناسه ملی مقاله: DEA04_053
منتشر شده در چهارمین کنفرانس ملی تحلیل پوششی دادها در سال 1391
مشخصات نویسندگان مقاله:
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
خلاصه مقاله:
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.
کلمات کلیدی: Data envelopment analysis, binary classification problems, linear programming problem, quadratic programming problem
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/193307/