Research Article
A Clustering-Guided Integer Brain Storm Optimizer for Feature Selection in High-Dimensional Data
Table 6
Running time consumed by the four evolutionary FS algorithms (unit: min).
| Datasets | BPSO | SaPSO | BBSO | IBSO-C |
| GFE01 | 125.55/7.74 | 127.88/9.35 | 193.74/7.41 | 21.4809/3.47 | Yale_64 | 115.96/5.14 | 115.87/2.38 | 70.49/12.40 | 10.5773/0.56 | Colon | 107.78/4.05 | 106.37/7.45 | 18.897/3.07 | 0.5667/0.03 | SRBCT | 122.35/6.87 | 118.01/2.45 | 25.36/1.70 | 1.1468/0.28 | WrapAR10P | 204.94/23.67 | 127.81/11.27 | 41.05/12.30 | 3.9642/0.48 | leukemia_small | 125.01/7.46 | 127.09/9.79 | 29.89/2.78 | 1.8600/0.30 | DBWorld | 169.58/41.66 | 127.72/14.69 | 52.49/5.41 | 1.4812/0.26 | CNS | 192.67/57.79 | 168.29/19.55 | 54.02/4.43 | 1.5936/0.02 |
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