A Novel Performance Metric for Building an Optimized Classifier

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...

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Bibliographic Details
Main Authors: Hossin, M., Sulaiman, M.N, Mustapha, A., Mustapha , N.
Format: Article
Language:English
Published: Science Publications 2011
Subjects:
AC Collections. Series. Collected works
Online Access:http://ir.unimas.my/id/eprint/3432/
http://ir.unimas.my/id/eprint/3432/1/A%20Novel%20Performance%20Metric%20for%20Building%20an%20Optimized%20Classifier.pdf

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