A novel feature selection using Markov blanket representative set and Particle Swarm Optimization algorithm.
Liqin SunYoulong YangTong NingPublished in: Comput. Appl. Math. (2023)
Keyphrases
- particle swarm optimization algorithm
- markov blanket
- representative set
- feature selection
- bayesian networks
- particle swarm optimization
- convergence speed
- variable selection
- structure learning
- multiple criteria
- causal discovery
- training data
- bayesian network classifiers
- approximate inference
- probabilistic graphical models
- conditional independence
- pso algorithm
- graphical models
- classification accuracy
- text categorization
- machine learning
- decision problems
- cross validation
- model selection
- text classification
- genetic algorithm