Table 5.
Performance analysis for the ARA400 dataset
| Methods | Sensitivity (%) | Specificity (%) | Accuracy (%) |
|---|---|---|---|
| SVM classifiers | 89.24 | 84.56 | 84.12 |
| MMS | 91.87 | 86.54 | 86.11 |
| RF | 92.09 | 88.87 | 91.25 |
| CNN | 93.43 | 91.43 | 95.00 |
| HCNN-BLSO-PSO | 98.99 | 91.87 | 97.67 |
Performance analysis for the ARA400 dataset
| Methods | Sensitivity (%) | Specificity (%) | Accuracy (%) |
|---|---|---|---|
| SVM classifiers | 89.24 | 84.56 | 84.12 |
| MMS | 91.87 | 86.54 | 86.11 |
| RF | 92.09 | 88.87 | 91.25 |
| CNN | 93.43 | 91.43 | 95.00 |
| HCNN-BLSO-PSO | 98.99 | 91.87 | 97.67 |