An Enhanced Opposition-Based Evolutionary Feature Selection Approach.
Ruba Abu KhurmaIbrahim AljarahPedro A. CastilloKhair Eddin SabriPublished in: EvoApplications (2022)
Keyphrases
- feature selection
- mutual information
- feature set
- text categorization
- genetic algorithm
- machine learning
- conditional mutual information
- informative features
- evolutionary optimization
- classification accuracy
- feature weighting
- feature selection algorithms
- evolutionary computation
- information gain
- data sets
- text classification
- multi class
- support vector
- dimensionality reduction
- method for feature selection
- discriminative features
- model selection
- feature space
- bayes classifier
- microarray classification
- feature extraction
- evolutionary methods
- unsupervised feature selection
- evolutionary search
- irrelevant features
- feature ranking
- knn
- high dimensionality
- genetic programming