Table 7.
Comparison between BDA-SA and other algorithms in terms of best fitness
| Data set | BPSO | BALO | BGWO | BDA-SA |
|---|---|---|---|---|
| Breastcancer | 0.038 | 0.038 | 0.031 | 0.018 |
| BreastEW | 0.044 | 0.036 | 0.045 | 0.030 |
| CongressEW | 0.034 | 0.045 | 0.030 | 0.028 |
| Exactly | 0.037 | 0.164 | 0.163 | 0.005 |
| Exactly2 | 0.243 | 0.257 | 0.246 | 0.240 |
| HeartEW | 0.135 | 0.165 | 0.166 | 0.109 |
| IonosphereEW | 0.113 | 0.141 | 0.176 | 0.074 |
| KrvskpEW | 0.030 | 0.045 | 0.049 | 0.028 |
| Lymphography | 0.145 | 0.156 | 0.105 | 0.092 |
| M-of-n | 0.005 | 0.046 | 0.042 | 0.008 |
| PenglungEW | 0.165 | 0.122 | 0.216 | 0.049 |
| SonarEW | 0.093 | 0.123 | 0.126 | 0.086 |
| SpectEW | 0.134 | 0.096 | 0.127 | 0.137 |
| Tic-tac-toe | 0.201 | 0.217 | 0.191 | 0.189 |
| Vote | 0.032 | 0.062 | 0.046 | 0.037 |
| WaveformEW | 0.200 | 0.219 | 0.217 | 0.198 |
| WineEW | 0.018 | 0.008 | 0.038 | 0.008 |
| Zoo | 0.045 | 0.033 | 0.084 | 0.024 |