A group incremental feature selection for classification using rough set theory based genetic algorithm.
Asit Kumar DasShampa SenguptaSiddhartha BhattacharyyaPublished in: Appl. Soft Comput. (2018)
Keyphrases
- rough set theory
- feature selection
- rough sets
- decision rules
- genetic algorithm
- rule generation
- feature reduction
- rough fuzzy
- rule extraction
- classification accuracy
- text classification
- rule induction
- feature extraction
- granular computing
- machine learning
- support vector
- attribute reduction
- classification models
- tool for data mining
- feature set
- support vector machine
- feature space
- knowledge reduction
- decision table
- model selection
- rule sets
- data reduction
- knowledge discovery
- variable precision rough set model
- feature subset selection
- classification algorithm
- feature subset
- genetic algorithm ga
- concept lattice
- naive bayes
- text categorization
- artificial intelligence
- information retrieval
- attribute set
- rough set model
- preprocessing
- equivalence relation
- information entropy
- dimensionality reduction
- data analysis
- fuzzy sets
- condition attributes
- class labels