Research Article

A Master-Slave Binary Grey Wolf Optimizer for Optimal Feature Selection in Biomedical Data Classification

Table 3

Experimental results of the algorithms on the colon cancer dataset.

AlgorithmAccuracyAvgSFAvgPreAvgRecAvgF
MaxMinAvgAcc

BGWO20.9170.857447.10.8810.9950.934
BGA0.8930.857980.90.8610.9930.922
BPSO0.8740.855993.90.8510.9900.915
DE0.8860.8211217.20.8400.9930.910
SCA0.9330.86088.60.8990.9600.932
MSBGWO0.9570.919700.9300.9880.958