IMF-PSO: A Particle Swarm Optimization Algorithm for Feature Selection in Classification.
Cheng-Ju LuTsung-Che ChiangPublished in: TAAI (1) (2023)
Keyphrases
- particle swarm optimization algorithm
- feature selection
- particle swarm optimization
- classification accuracy
- pso algorithm
- particle swarm
- convergence speed
- inertia weight
- text classification
- support vector
- global search
- multilevel thresholding
- classification models
- machine learning
- support vector machine
- quantum particle swarm optimization
- feature extraction
- decision trees
- particle swarm optimization pso
- standard pso
- test functions
- text categorization
- feature set
- feature selection algorithms
- feature vectors
- support vector machine svm
- knn
- estimation of distribution algorithms
- feature reduction
- irrelevant features
- feature space
- evolution strategy
- optimisation problems
- classification method
- svm classifier
- global optimization
- differential evolution
- evolutionary computation