A hybrid evaluation metric for optimizing classifier

• المؤلفون الرئيسيون: Hossin, Mohammad, Sulaiman, Md. Nasir, Mustapha, Aida, Mustapha, Norwati, O. K. Rahmat, Rahmita Wirza
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: IEEE 2011
• الوصول للمادة أونلاين: http://psasir.upm.edu.my/id/eprint/68284/1/A%20hybrid%20evaluation%20metric%20for%20optimizing%20classifier.pdf; http://psasir.upm.edu.my/id/eprint/68284/

The accuracy metric has been widely used for discriminating and selecting an optimal solution in constructing an optimized classifier. However, the use of accuracy metric leads the searching process to the sub-optimal solutions due to its limited capability of discriminating values. In this study, w...