Table 13.
Computational time comparison of various algorithms.
| Datasets | Dimensions | Time (min) | Proposed BEV | ||||
|---|---|---|---|---|---|---|---|
| PSO | ECLPSO | CSO | VLPSO | ERM-FS | |||
| Lung cancer | 12,600 | 574.2 | 503.1 | 5565.9 | 70.1 | 30.33 | 87.37 |
| 11 tumor | 12,533 | 418.5 | 366.7 | 6288.6 | 65.8 | 37.18 | 78.95 |
| Leukemia 2 | 11,225 | 120.6 | 125.6 | 1845.2 | 16.9 | 33.19 | 47.28 |
| Prostate | 10,509 | 160.6 | 152.5 | 2369.9 | 22.6 | 29.1 | 45.14 |
| Brain tumor 2 | 10,367 | 80.5 | 73.6 | 950.8 | 12.1 | 27.39 | 40.14 |
| Brain tumor 1 | 5920 | 66.7 | 60 | 462.1 | 9.8 | 15.45 | 21.88 |
| 9 tumor | 5726 | 39.2 | 39.2 | 373.4 | 6.2 | 15.53 | 20.35 |
| DLBCL | 5469 | 47.6 | 44.2 | 394.8 | 7.4 | 14.46 | 19.89 |
| Leukemia 1 | 5327 | 41.2 | 36.3 | 251.8 | 6.4 | 12.08 | 19.12 |
| SRBCT | 2308 | 8.2 | 7.5 | 19.9 | 1.4 | 6.82 | 8.61 |
| Average time (min) | 155.7 | 140.9 | 1852.2 | 21.9 | 22.2 | 38.9 | |