A Boolean function approach to feature selection in consistent decision information systems.
Sirzat KahramanliMehmet HacibeyogluAhmet ArslanPublished in: Expert Syst. Appl. (2011)
Keyphrases
- boolean functions
- information systems
- feature selection
- uniform distribution
- relevant variables
- text categorization
- decision rules
- multi class
- functional properties
- truth table
- support vector
- classification accuracy
- multi valued
- dnf formulas
- stack filters
- markov blanket
- decision problems
- membership queries
- machine learning
- text classification
- disjunctive normal form
- monotone boolean functions
- support vector machine
- polynomial size
- feature set
- bi decomposition