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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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Science Publications
2011
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| 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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| Institution: | Universiti Putra Malaysia |
| Language: | English |