Research Article
A Master-Slave Binary Grey Wolf Optimizer for Optimal Feature Selection in Biomedical Data Classification
Table 4
Experimental results of the algorithms on the CNS dataset.
| Algorithm | Accuracy | AvgSF | AvgPre | AvgRec | AvgF | Max | Min | AvgAcc |
| BGWO2 | 0.783 | 0.750 | | 1648.2 | 0.855 | 0.782 | 0.816 | BGA | 0.750 | 0.733 | | 3525.5 | 0.845 | 0.763 | 0.801 | BPSO | 0.733 | 0.700 | | 3518.9 | 0.827 | 0.741 | 0.781 | DE | 0.733 | 0.700 | | 4251.3 | 0.843 | 0.708 | 0.769 | SCA | 0.817 | 0.717 | | 458.1 | 0.844 | 0.804 | 0.822 | MSBGWO | 0.850 | 0.800 | | 290.9 | 0.885 | 0.863 | 0.873 |
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