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, M., Sulaiman, M.N, Mustapha, A., Rahmat , R.W
Format: Article
Language:English
Published: Science Alert 2011
Subjects:
AC Collections. Series. Collected works
Online Access:http://ir.unimas.my/id/eprint/3469/
http://ir.unimas.my/id/eprint/3469/1/OAERP%20%20A%20Better%20Measure%20than%20Accuracy%20in%20Discriminating%20a%20Better%20Solution%20for%20Stochastic%20Classifictaion%20Training.pdf

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http://ir.unimas.my/id/eprint/3469/
http://ir.unimas.my/id/eprint/3469/1/OAERP%20%20A%20Better%20Measure%20than%20Accuracy%20in%20Discriminating%20a%20Better%20Solution%20for%20Stochastic%20Classifictaion%20Training.pdf

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