Feature selection in mixed data: A method using a novel fuzzy rough set-based information entropy.
Xiao ZhangChanglin MeiDegang ChenJinhai LiPublished in: Pattern Recognit. (2016)
Keyphrases
- information entropy
- feature selection
- rough sets
- machine learning
- mixed data
- rough set theory
- similarity measure
- multiscale
- k means
- attribute reduction algorithm
- decision table
- training samples
- image compression
- classification accuracy
- databases
- computational complexity
- pattern recognition
- feature extraction
- decision trees
- neural network