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Results of the evaluation of category classification.
| Method | AC | FS | Computation Time (min) |
|---|---|---|---|
| IoTID20 | |||
| SBPSO | 79.12% | 42 | 6.4 |
| DSBPSO | 79.00% | 34 | 6.1 |
| UBPSO | 78.46% | 40 | 6.4 |
| QBPSO | 79.03% | 38 | 6.3 |
| SFS | 62.00% | 30 | 5.7 |
| SBS | 60.89% | 45 | 6.1 |
| IDSBPSO | 78.46% | 37 | 6.0 |
| UNSW-NB15 | |||
| SBPSO | 89.72% | 19 | 45.3 |
| DSBPSO | 89.57% | 19 | 38.7 |
| UBPSO | 86.90% | 23 | 30.6 |
| QBPSO | 89.56% | 21 | 29.9 |
| SFS | 79.45% | 19 | 27.0 |
| SBS | 75.00% | 25 | 28.2 |
| IDSBPSO | 89.52% | 21 | 29.6 |
