Research Article
A Master-Slave Binary Grey Wolf Optimizer for Optimal Feature Selection in Biomedical Data Classification
Table 6
Experimental results of the algorithms on the DLBCL dataset.
| Algorithm | Accuracy | AvgSF | AvgPre | AvgRec | AvgF | Max | Min | AvgAcc |
| BGWO2 | 0.975 | 0.955 | | 1470.8 | 0.978 | 0.983 | 0.981 | BGA | 0.963 | 0.948 | | 3541.3 | 0.968 | 0.978 | 0.973 | BPSO | 0.973 | 0.936 | | 3532.0 | 0.971 | 0.969 | 0.970 | DE | 0.938 | 0.909 | | 3999.3 | 0.895 | 0.835 | 0.860 | SCA | 0.975 | 0.936 | | 359.6 | 0.945 | 0.900 | 0.917 | MSBGWO | 1.000 | 0.975 | | 182.3 | 0.993 | 0.997 | 0.996 |
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