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.

AlgorithmAccuracyAvgSFAvgPreAvgRecAvgF
MaxMinAvgAcc

BGWO20.9590.9071330.80.9101.0000.953
BGA0.9160.8933516.10.8850.9980.938
BPSO0.9180.8893509.90.8780.9960.933
DE0.8910.8614051.00.8601.0000.925
SCA0.9710.918244.70.9340.9900.961
MSBGWO1.0000.97598.20.9891.0000.995