Table 6 Comparison of BOPSO’s accuracy performance with current ANN classifier algorithms.
Dataset | BOPSO | HEP | MODE-WV | FU | POS-RS |
|---|---|---|---|---|---|
Camera | 97.22 | 95.99 | 92.94 | 79.87 | 76.56 |
Camp | 98.15 | 96.74 | 93.90 | 86.16 | 85.42 |
Doctor | 95.81 | 95.82 | 91.22 | 86.27 | 85.20 |
Drug | 92.53 | 94.41 | 89.76 | 69.64 | 68.96 |
Laptop | 100 | 99.09 | 99.03 | 79.03 | 79.96 |
Lawyer | 99.73 | 98.04 | 98.01 | 81.05 | 84.00 |
Music | 95.13 | 94.32 | 89.98 | 70.85 | 69.75 |
Radio | 93.19 | 93.51 | 88.74 | 75.44 | 70.80 |
TV | 97.49 | 96.84 | 95.85 | 79.90 | 76.17 |
Avg. | 96.59 | 96.09 | 93.27 | 78.69 | 77.43 |