A Hybrid Evaluation Metric for Optimizing Classifier

• Main Authors: Hossin, M., Sulaiman, M.N, Mustapha, A., Mustapha, N., Rahmat, R.W
• 格式: Conference or Workshop Item
• 语言: English
• 出版: IEEE Explore 2011
• 主题: AC Collections. Series. Collected works
• 在线阅读: http://ir.unimas.my/id/eprint/3063/1/A%20Hybrid%20Evaluation%20Metric%20for%20Optimizing%20Classifier.pdf; http://ir.unimas.my/id/eprint/3063/; http://ieeexplore.ieee.org/

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,...