A novel performance metric for building an optimized classifier

Problem statement: Typically, the accuracy metric is often applied for optimizing the heuristic or stochastic classification models. However, the use of accuracy metric might lead the searching process to the sub-optimal solutions due to its less discriminating values and it is also not robust to th...

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Bibliographic Details

Main Authors:	Hossin, Mohammad, Sulaiman, Md. Nasir, Mustapha, Aida, Mustapha, Norwati
Format:	Article
Language:	en
Published:	Science Publications 2011
Online Access:	http://psasir.upm.edu.my/id/eprint/22462/1/jcssp.2011.582.590.pdf http://psasir.upm.edu.my/id/eprint/22462/ http://www.thescipub.com/abstract/10.3844/jcssp.2011.582.590
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