An exact feature selection algorithm based on rough set theory.
Mohammad Taghi RezvanAli Zeinal HamadaniSeyed Reza HejaziPublished in: Complex. (2015)
Keyphrases
- rough set theory
- feature selection algorithms
- rough sets
- feature selection
- decision table
- attribute reduction
- knowledge reduction
- decision rules
- data sets
- selection algorithm
- data analysis
- tool for data mining
- feature set
- discernibility matrix
- equivalence relation
- attribute set
- information entropy
- rule extraction
- learning models
- real world
- machine learning
- knowledge discovery
- feature subset
- probabilistic model
- optimization algorithm
- feature extraction
- image processing
- decision making
- high dimensionality
- evolutionary algorithm
- microarray
- text categorization
- fuzzy sets
- databases