Bayesian Network-Based Multi-objective Estimation of Distribution Algorithm for Feature Selection Tailored to Regression Problems.
José A. LópezFelipe Morales-OsorioMaximiliano LaraJonás VelascoClaudia N. SánchezPublished in: MICAI (1) (2023)
Keyphrases
- regression problems
- estimation of distribution algorithms
- multi objective
- feature selection
- feature subset selection
- genetic programming
- multi objective optimization
- evolutionary algorithm
- multi task
- cross validation
- optimization algorithm
- support vector machine
- linear regression
- particle swarm optimization
- genetic algorithm
- bayesian inference
- evolutionary computation
- selected features
- objective function
- text categorization
- hyperparameters
- bayesian networks
- feature space
- feature subset
- support vector
- input space
- machine learning
- model selection
- classification accuracy
- text classification
- random forests
- high dimensional data
- dimensionality reduction
- feature extraction
- fitness function
- particle swarm optimization algorithm
- maximum likelihood
- prior information
- data sets