A novel multi population based particle swarm optimization for feature selection.
Fatih KiliçYasin KayaSerdar YildirimPublished in: Knowl. Based Syst. (2021)
Keyphrases
- particle swarm optimization
- feature selection
- pso algorithm
- differential evolution
- global optimization
- multi objective
- particle swarm optimization pso
- particle swarm optimization algorithm
- convergence speed
- genetic algorithm
- swarm intelligence
- particle swarm
- text categorization
- metaheuristic
- evolutionary programming
- global search
- mutual information
- ant colony optimization
- feature selection algorithms
- machine learning
- text classification
- high dimensionality
- feature space
- support vector
- feature extraction
- gene expression data
- classification accuracy
- information gain
- evolutionary algorithm
- search space
- small sample
- data sets
- inertia weight