Fast Genetic Algorithm for feature selection - A qualitative approximation approach.
Mohammed Ghaith AltarabichiSlawomir NowaczykSepideh PashamiPeyman Sheikholharam MashhadiPublished in: CoRR (2024)
Keyphrases
- genetic algorithm
- feature selection
- mutual information
- approximation algorithms
- simulated annealing
- multi objective
- information gain
- qualitative and quantitative
- text categorization
- approximation error
- feature set
- fitness function
- feature selection algorithms
- qualitative reasoning
- classification accuracy
- parameter optimization
- artificial neural networks
- quantitative and qualitative
- closed form
- feature subset
- machine learning
- feature space
- feature extraction
- irrelevant features
- feature weighting
- discriminative features
- small sample
- approximation methods
- selecting relevant features
- genetic algorithm ga
- text classification
- fuzzy logic
- multi class
- support vector machine
- decision trees
- support vector
- relative error
- data sets
- feature selection and classifier
- method for feature selection
- qualitative information
- unsupervised feature selection
- genetic search
- search algorithm
- evolutionary algorithm
- hybrid algorithm
- model selection
- optimization method
- multi objective optimization
- error bounds