Table 9 Comparison of BOPSO with other optimization algorithms (accuracy %).
Dataset | BOPSO | DE | GWO | ABC | CS |
|---|---|---|---|---|---|
Camera | 97.22 | 95.2 | 95.51 | 93.83 | 92.41 |
Camp | 98.15 | 96.11 | 96.4 | 94.9 | 94.25 |
Doctor | 95.19 | 93.5 | 94.1 | 92.55 | 91.92 |
Drug | 92.53 | 90.21 | 90.89 | 89.3 | 88.69 |
Laptop | 99.9 | 96.72 | 97.11 | 95.68 | 94.35 |
Lawyer | 99.54 | 97.3 | 97.95 | 95.72 | 94.88 |
Music | 93.04 | 91.01 | 91.8 | 90.43 | 89.76 |
Radio | 91.43 | 89.72 | 89.9 | 88.37 | 87.56 |
TV | 96.62 | 94.85 | 95.17 | 93.08 | 92.84 |