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).

DatasetsBPSOSaPSOBBSOIBSO-C

GFE01125.55/7.74127.88/9.35193.74/7.4121.4809/3.47
Yale_64115.96/5.14115.87/2.3870.49/12.4010.5773/0.56
Colon107.78/4.05106.37/7.4518.897/3.070.5667/0.03
SRBCT122.35/6.87118.01/2.4525.36/1.701.1468/0.28
WrapAR10P204.94/23.67127.81/11.2741.05/12.303.9642/0.48
leukemia_small125.01/7.46127.09/9.7929.89/2.781.8600/0.30
DBWorld169.58/41.66127.72/14.6952.49/5.411.4812/0.26
CNS192.67/57.79168.29/19.5554.02/4.431.5936/0.02