Fast Genetic Algorithm for feature selection - A qualitative approximation approach.
Mohammed Ghaith AltarabichiSlawomir NowaczykSepideh PashamiPeyman Sheikholharam MashhadiPublished in: Expert Syst. Appl. (2023)
Keyphrases
- genetic algorithm
- feature selection
- text categorization
- parameter optimization
- fitness function
- quantitative and qualitative
- text classification
- multi objective
- feature space
- support vector
- feature selection algorithms
- approximation algorithms
- multi class
- qualitative reasoning
- information gain
- mutual information
- feature subset
- unsupervised learning
- genetic algorithm ga
- closed form
- error bounds
- multi task
- feature set
- dimensionality reduction
- approximation error
- feature extraction
- method for feature selection
- selected features
- feature ranking
- qualitative information
- qualitative and quantitative
- feature selection and classifier
- high dimensionality
- fuzzy logic
- genetic programming
- particle swarm optimization
- model selection
- metaheuristic
- optimization method
- feature weighting
- queueing networks
- gene expression data
- qualitative models
- classification accuracy
- evolutionary algorithm
- artificial neural networks
- approximation methods
- genetic search
- bayesian networks
- machine learning
- neural network