Research Article
[Retracted] Segmentation of Breast Masses in Mammogram Image Using Multilevel Multiobjective Electromagnetism-Like Optimization Algorithm
Table 4
Experimental evaluation of the proposed and existing methods in terms of specificity, sensitivity, and accuracy on MIAS dataset.
| MIAS | Methodology | Sensitivity (%) | Specificity (%) | Accuracy (%) |
| Benign | -means | 47.12 | 62.38 | 77.90 | FCM | 65.73 | 74.90 | 86.30 | EML OTSU | 69.72 | 79.56 | 89.79 | EML Kapur | 79.30 | 89.43 | 95.86 | Proposed multilevel multiobjective EML model | 92.32 | 99.56 | 98.96 |
| Malignant | -means | 77.37 | 85.37 | 78.60 | FCM | 70.46 | 84.32 | 79.73 | EML OTSU | 78.34 | 85.67 | 87.93 | EML Kapur | 77.62 | 86.85 | 88.76 | Proposed multilevel multiobjective EML model | | 99.34 | 98.89 |
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