Feature Selection with Fuzzy Decision Reducts.
Chris CornelisGermán Hurtado MartínRichard JensenDominik SlezakPublished in: RSKT (2008)
Keyphrases
- fuzzy decision
- feature selection
- knowledge reduction
- rough set theory
- rough sets
- decision table
- attribute reduction
- rule extraction
- rough sets theory
- greedy algorithm
- decision rules
- feature extraction
- text categorization
- feature ranking
- text classification
- feature space
- discernibility matrix
- feature selection algorithms
- machine learning
- classification accuracy
- data reduction
- selected features
- microarray data
- classification models
- high dimensionality
- model selection
- feature set
- support vector
- support vector machine
- information entropy
- knn
- pattern recognition
- decision trees