Feature Selection Algorithms Using Rough Set Theory.
Yaile CaballeroDelia AlvarezRafael BelloMaría M. GarcíaPublished in: ISDA (2007)
Keyphrases
- rough set theory
- feature selection algorithms
- rough sets
- feature selection
- decision table
- attribute reduction
- decision rules
- data sets
- data analysis
- selection algorithm
- knowledge discovery
- feature set
- feature subset
- concept lattice
- selected features
- equivalence relation
- tool for data mining
- machine learning
- learning models
- classification accuracy
- feature space
- rule extraction
- feature ranking
- classification models
- text classification
- image classification
- dimensionality reduction
- decision trees
- computer vision
- stability of feature selection