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.

MIASMethodologySensitivity (%)Specificity (%)Accuracy (%)


Benign
-means47.1262.3877.90
FCM65.7374.9086.30
EML OTSU69.7279.5689.79
EML Kapur79.3089.4395.86
Proposed multilevel multiobjective EML model92.3299.5698.96


Malignant
-means77.3785.3778.60
FCM70.4684.3279.73
EML OTSU78.3485.6787.93
EML Kapur77.6286.8588.76
Proposed multilevel multiobjective EML model99.3498.89