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.

AlgorithmAccuracyAvgSFAvgPreAvgRecAvgF
MaxMinAvgAcc

BGWO20.7830.7501648.20.8550.7820.816
BGA0.7500.7333525.50.8450.7630.801
BPSO0.7330.7003518.90.8270.7410.781
DE0.7330.7004251.30.8430.7080.769
SCA0.8170.717458.10.8440.8040.822
MSBGWO0.8500.800290.90.8850.8630.873