Table 4.
Performance analysis for the ROC dataset
| Methods | Sensitivity (%) | Specificity (%) | Accuracy (%) |
|---|---|---|---|
| SVM classifiers | 89.37 | 84.09 | 83.27 |
| MMS | 90.46 | 84.25 | 85.74 |
| RF | 93.54 | 88.47 | 92.30 |
| CNN | 91.23 | 89.30 | 94.65 |
| HCNN-BLSO-PSO | 98.56 | 92.54 | 97.20 |
Performance analysis for the ROC dataset
| Methods | Sensitivity (%) | Specificity (%) | Accuracy (%) |
|---|---|---|---|
| SVM classifiers | 89.37 | 84.09 | 83.27 |
| MMS | 90.46 | 84.25 | 85.74 |
| RF | 93.54 | 88.47 | 92.30 |
| CNN | 91.23 | 89.30 | 94.65 |
| HCNN-BLSO-PSO | 98.56 | 92.54 | 97.20 |