Research Article

A Feature Selection Method by using Chaotic Cuckoo Search Optimization Algorithm with Elitist Preservation and Uniform Mutation for Data Classification

Table 3

State-of-the-art contrast algorithm parameter settings.

AlgorithmParameterValue

GACross rate0.6
Mutation rate0.001
Iteration20
Population50

EBCSNest_mut10
Population50
Iteration20

WOAIteration20
Individuals10
Classifier (KNN)kā€‰=ā€‰5

GWOIteration20

ACO1.0
3.0
Iteration20
ant_num20

CBCSEMPopulation50
Iteration20