Research Article
A Master-Slave Binary Grey Wolf Optimizer for Optimal Feature Selection in Biomedical Data Classification
Table 5
Experimental results of the algorithms on the leukemia dataset.
| Algorithm | Accuracy | AvgSF | AvgPre | AvgRec | AvgF | Max | Min | AvgAcc |
| BGWO2 | 0.959 | 0.907 | | 1330.8 | 0.910 | 1.000 | 0.953 | BGA | 0.916 | 0.893 | | 3516.1 | 0.885 | 0.998 | 0.938 | BPSO | 0.918 | 0.889 | | 3509.9 | 0.878 | 0.996 | 0.933 | DE | 0.891 | 0.861 | | 4051.0 | 0.860 | 1.000 | 0.925 | SCA | 0.971 | 0.918 | | 244.7 | 0.934 | 0.990 | 0.961 | MSBGWO | 1.000 | 0.975 | | 98.2 | 0.989 | 1.000 | 0.995 |
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