Research Article
A Medical Decision Support System to Assess Risk Factors for Gastric Cancer Based on Fuzzy Cognitive Map
Table 5
Classification results, based on different values of
and
.
| | | Confusion matrix | Classification accuracy (%) | High | Medium | Low |
| 0.01 | 0.97 | 50 | 4 | 7 | 88.69 | 4 | 59 | 1 | 2 | 1 | 40 | 0.03 | 0.95 | 45 | 6 | 1 | 89.28 | 5 | 58 | 0 | 6 | 0 | 47 | 0.045 | 0.98 | 55 | 1 | 1 | 95.83 | 1 | 60 | 1 | 0 | 3 | 46 | 0.05 | 0.96 | 54 | 6 | 0 | 94.04 | 1 | 56 | 0 | 1 | 2 | 48 | 0.055 | 0.96 | 53 | 2 | 5 | 91.6 | 2 | 58 | 0 | 1 | 4 | 43 |
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