Estimating Optimal Feature Subsets Using Mutual Information Feature Selector and Rough Sets.
Sombut FoitongPornthep RojanavasuBoonwat AttachooOuen PinngernPublished in: PAKDD (2009)
Keyphrases
- rough sets
- feature subset
- mutual information
- sequential forward
- feature selection
- information gain
- rough set theory
- feature subset selection
- feature set
- classification accuracy
- selection algorithm
- genetic algorithm ga
- granular computing
- rough sets theory
- redundant features
- fuzzy sets
- decision rules
- ensemble methods
- data mining
- feature selection algorithms
- attribute reduction
- selected features
- image registration
- irrelevant features
- feature space
- feature ranking
- pattern recognition
- data analysis
- classification models
- decision table
- feature extraction
- continuous valued attributes
- fuzzy logic
- text categorization
- data sets
- dominance relation
- information entropy
- similarity measure
- svm classifier
- support vector
- random forest
- high dimensional
- feature vectors
- data streams
- decision trees
- artificial intelligence
- image classification
- sequential forward selection