Table 8.
Comparison between BDA-SA and other algorithms in terms of selected features
| Data set | BPSO | BALO | BGWO | BDA-SA |
|---|---|---|---|---|
| Breastcancer | 6.000 | 6.000 | 4.000 | 6.000 |
| BreastEW | 12.800 | 22.600 | 20.600 | 12.450 |
| CongressEW | 3.200 | 9.300 | 9.500 | 4.150 |
| Exactly | 6.200 | 7.700 | 7.750 | 6.000 |
| Exactly2 | 2.050 | 8.450 | 8.200 | 1.450 |
| HeartEW | 3.550 | 8.900 | 8.500 | 6.900 |
| IonosphereEW | 12.300 | 25.500 | 20.550 | 10.400 |
| KrvskpEW | 16.850 | 26.900 | 24.300 | 14.400 |
| Lymphography | 6.050 | 11.050 | 11.800 | 8.500 |
| M-of-n | 6.000 | 7.500 | 7.650 | 6.150 |
| PenglungEW | 146.250 | 253.650 | 204.700 | 141.300 |
| SonarEW | 27.000 | 47.450 | 40.050 | 23.900 |
| SpectEW | 8.000 | 15.350 | 13.750 | 8.850 |
| Tic-tac-toe | 8.900 | 9.000 | 6.000 | 7.800 |
| Vote | 5.000 | 8.500 | 8.100 | 3.050 |
| WaveformEW | 21.150 | 32.400 | 30.600 | 21.100 |
| WineEW | 6.450 | 10.250 | 8.400 | 8.850 |
| Zoo | 8.150 | 10.550 | 9.350 | 5.650 |