Heuristic-based feature selection for rough set approach.
Urszula StanczykBeata ZieloskoPublished in: Int. J. Approx. Reason. (2020)
Keyphrases
- feature selection
- rough sets
- rough set theory
- text categorization
- information gain
- decision rules
- mutual information
- irrelevant features
- classification accuracy
- text classification
- machine learning
- high dimensionality
- feature set
- feature space
- support vector
- classification models
- model selection
- method for feature selection
- neural network
- feature weighting
- selected features
- feature extraction
- multi class
- unsupervised learning
- decision table
- naive bayes
- discriminative features
- feature ranking
- small sample
- fuzzy logic
- informative features
- unsupervised feature selection
- variable precision
- forward selection
- support vector classification
- microarray classification