Rough-Set-Inspired Feature Subset Selection, Classifier Construction, and Rule Aggregation.
Dominik SlezakSebastian WidzPublished in: RSKT (2011)
Keyphrases
- rough sets
- feature subset selection
- feature subset
- feature selection
- incremental knowledge acquisition
- rule induction
- rough set theory
- feature ranking
- decision rules
- fuzzy sets
- attribute reduction
- selection algorithm
- knowledge acquisition
- data mining
- feature set
- rule sets
- decision table
- information entropy
- selected features
- attribute set
- classification algorithm
- data analysis
- training data
- pattern recognition
- document classification
- support vector
- continuous valued attributes
- classification method
- feature space
- classification rate
- set pair analysis
- learning algorithm
- approximation spaces
- decision making
- decision trees
- feature selection algorithms
- classification accuracy
- support vector machine
- real world
- genetic algorithm ga
- class labels
- ensemble methods
- image processing
- knowledge discovery
- ripple down rules
- machine learning