Research Article
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 |
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