Fuzzy-rough attribute reduction via mutual information with an application to cancer classification.
Feifei XuDuoqian MiaoLai WeiPublished in: Comput. Math. Appl. (2009)
Keyphrases
- attribute reduction
- cancer classification
- mutual information
- feature selection
- rough sets
- rough set theory
- gene selection
- random forest
- microarray data
- microarray
- decision table
- gene expression data
- information theoretic
- data reduction
- concept lattice
- gene expression profiles
- image registration
- similarity measure
- information gain
- gene expression
- information entropy
- decision rules
- text categorization
- multi class
- data sets
- high dimensionality
- dimensionality reduction
- feature selection algorithms
- pattern recognition
- support vector
- decision trees
- databases
- text classification
- low dimensional
- feature set
- feature space
- learning algorithm