Table 21.
The average feature number of the algorithms in high-dimensional datasets
| Dataset | Items | BSWEWOA | BSCGWO | BMFO | BGWO | BGSA | BPSO | BBA | BSSA | BWOA |
|---|---|---|---|---|---|---|---|---|---|---|
| Colon | Avg | 167.2 | 1039.3 | 172.6 | 764.3 | 870.4 | 851.6 | 286.6 | 665.7 | 657.3 |
| Lung_Cancer | Avg | 1411.8 | 6200.1 | 1348.5 | 5672 | 5956.5 | 5933.2 | 1555.1 | 2765.9 | 4241.2 |
| Semeion | Avg | 26.2 | 149.2 | 22.9 | 64.1 | 106 | 93.1 | 146.4 | 123 | 88 |
| Rank | 2 | 9 | 1 | 5 | 8 | 7 | 4 | 6 | 3 | |