Selecting Optimal Feature Set in High-Dimensional Data by Swarm Search

Table 2

List of feature selection methods used in experiments.

Method abbreviation	Classifier	Metaheuristic	Approach
FS-PSO-PN	Pattern Network	Particle swarm optimization	Swarm
FS-PSO-DT	Decision Tree	Particle swarm optimization	Swarm
FS-PSO-NB	Naïve Bayes	Particle swarm optimization	Swarm
FS-BAT-PN	Pattern Network	Bat algorithm	Swarm
FS-BAT-DT	Decision Tree	Bat algorithm	Swarm
FS-BAT-NB	Naïve Bayes	Bat algorithm	Swarm
FS-WSA-PN	Pattern Network	Wolf search algorithm	Semiswarm
FS-WSA-DT	Decision Tree	Wolf search algorithm	Semiswarm
FS-WSA-NB	Naïve Bayes	Wolf search algorithm	Semiswarm
FS-Cfs-PN	Pattern Network	Correlated-based filter	Filter
FS-Cfs-DT	Decision Tree	Correlated-based filter	Filter
FS-Cfs-NB	Naïve Bayes	Correlated-based filter	Filter