Feature subset selection wrapper based on mutual information and rough sets.
Sombut FoitongOuen PinngernBoonwat AttachooPublished in: Expert Syst. Appl. (2012)
Keyphrases
- rough sets
- mutual information
- feature subset selection
- feature selection
- rough set theory
- feature subset
- sequential forward
- feature ranking
- decision rules
- fuzzy sets
- selected features
- granular computing
- text categorization
- data mining
- classification accuracy
- text classification
- machine learning
- support vector
- pattern recognition
- model selection
- rough sets theory
- information entropy
- attribute reduction
- feature set
- data analysis
- feature selection algorithms
- support vector machine
- fuzzy logic
- feature extraction
- dominance relation
- feature space
- similarity measure
- fuzzy rough sets
- continuous valued attributes
- selection algorithm
- optimization algorithm
- decision making