Hybrid binary ant lion optimizer with rough set and approximate entropy reducts for feature selection.
Majdi M. MafarjaSeyedali MirjaliliPublished in: Soft Comput. (2019)
Keyphrases
- rough sets
- feature selection
- information entropy
- rough set theory
- feature reduction
- decision rules
- rough sets theory
- attribute reduction
- fuzzy sets
- knowledge reduction
- data mining
- rule extraction
- text categorization
- decision table
- rule induction
- fuzzy logic
- feature space
- data analysis
- pattern recognition
- continuous valued attributes
- variable precision
- dominance relation
- rough set model
- machine learning
- feature selection algorithms
- information gain
- classification models
- high dimensionality
- support vector machine
- classification accuracy
- feature extraction
- image processing
- equivalence relation
- feature set
- knn
- fuzzy rough sets
- attribute reduction algorithm
- association rule mining
- discernibility matrix
- upper approximation