Fast Genetic Algorithm for feature selection - A qualitative approximation approach.
Mohammed Ghaith AltarabichiSlawomir NowaczykSepideh PashamiPeyman Sheikholharam MashhadiPublished in: GECCO Companion (2023)
Keyphrases
- genetic algorithm
- feature selection
- fitness function
- mutual information
- feature space
- approximation algorithms
- text categorization
- parameter optimization
- qualitative reasoning
- feature weighting
- quantitative and qualitative
- qualitative simulation
- model selection
- evolutionary algorithm
- multi objective
- dimensionality reduction
- approximation methods
- information gain
- support vector
- error bounds
- support vector machine
- classification accuracy
- feature set
- method for feature selection
- fuzzy logic
- crossover operator
- feature selection algorithms
- multi task
- multi class
- text classification
- genetic programming
- neural network
- closed form
- genetic algorithm ga
- approximation error
- feature selection and classifier
- high dimensionality
- redundant features
- irrelevant features
- unsupervised feature selection
- relative error
- discriminative features
- selected features
- qualitative and quantitative
- feature subset
- microarray data
- similarity measure
- feature extraction
- machine learning