Research Article
An Optimized Method for Skin Cancer Diagnosis Using Modified Thermal Exchange Optimization Algorithm
Table 4
The validation results of the compared method for skin cancer diagnosis.
| Method | Performance metric | NPV | PPV | Specificity | Accuracy | Sensitivity |
| PSO | 93.69 | 89.19 | 88.29 | 88.29 | 90.99 | m-Skin Doctor | 83.87 | 65.76 | 61.26 | 81.98 | 83.78 | GFAC | 88.28 | 77.48 | 82.88 | 86.48 | 89.19 | ANN | 82.88 | 58.56 | 56.76 | 67.57 | 81.98 | GA | 85.58 | 74.77 | 79.28 | 81.08 | 79.28 | Proposed method | 93.69 | 85.58 | 89.19 | 92.79 | 90.99 |
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