Research Article
A Master-Slave Binary Grey Wolf Optimizer for Optimal Feature Selection in Biomedical Data Classification
Table 3
Experimental results of the algorithms on the colon cancer dataset.
| Algorithm | Accuracy | AvgSF | AvgPre | AvgRec | AvgF | Max | Min | AvgAcc |
| BGWO2 | 0.917 | 0.857 | | 447.1 | 0.881 | 0.995 | 0.934 | BGA | 0.893 | 0.857 | | 980.9 | 0.861 | 0.993 | 0.922 | BPSO | 0.874 | 0.855 | | 993.9 | 0.851 | 0.990 | 0.915 | DE | 0.886 | 0.821 | | 1217.2 | 0.840 | 0.993 | 0.910 | SCA | 0.933 | 0.860 | | 88.6 | 0.899 | 0.960 | 0.932 | MSBGWO | 0.957 | 0.919 | | 70 | 0.930 | 0.988 | 0.958 |
|
|