OAERP: a better measure than accuracy in discriminating a better solution for stochastic classification training

OAERP: a better measure than accuracy in discriminating a better solution for stochastic classification training

The use of accuracy metric for stochastic classification training could lead the solution selecting towards the sub-optimal solution due to its less distinctive value and also unable to perform optimally when confronted with imbalanced class problem. In this study, a new evaluation metric that combi...

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Bibliographic Details
Main Authors: Hossin, Mohammad, Sulaiman, Md. Nasir, Mustapha, Aida, Mustapha, Norwati, O. K. Rahmat, Rahmita Wirza
Format: Article
Language:en
Published: Asian Network for Scientific Information 2011
Online Access:http://psasir.upm.edu.my/id/eprint/22494/1/OAERP%20A%20better%20measure%20than%20accuracy%20in%20discriminating%20a%20better%20solution%20for%20stochastic%20classification%20training.pdf
http://psasir.upm.edu.my/id/eprint/22494/
http://scialert.net/abstract/?doi=jai.2011.187.196
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http://psasir.upm.edu.my/id/eprint/22494/1/OAERP%20A%20better%20measure%20than%20accuracy%20in%20discriminating%20a%20better%20solution%20for%20stochastic%20classification%20training.pdf
http://psasir.upm.edu.my/id/eprint/22494/
http://scialert.net/abstract/?doi=jai.2011.187.196

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