Research Article
Fuzzy Rule-Based Classification System for Assessing Coronary Artery Disease
Table 3
Results of correct classification rates with different weighting rules.
| |
for all classes | Cost() | Classification rate |
| | ( for all classes) | 8.5 | 92.8% |
| | ( for all classes) | 9.8 | 91.2% |
| | ( class 1 , class 2 , class 3 , class 4 ) | 12.4 | 89.3% |
| | ( class 1 , class 2 , class 3 , class 4 ) | 19.8 | 83.6% |
| | ( class 1 , class 2 , class 3 , class 4 ) | 15.6 | 88.9% |
| | ( class 1 , class 2 , class 3 , class 4 ) | 18.9 | 86.4% |
| | ( class 1 , class 2 , class 3 , class 4 ) | 26.2 | 73.1% |
| | ( class 1 , class 2 , class 3 , class 4 ) | 30.1 | 71.8% |
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