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...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Science Publications
2011
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| Subjects: | |
| 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 |