An Innovative Feature Selection Using Fuzzy Entropy.
Hamid ParvinBehrouz Minaei-BidgoliHossein GhaffarianPublished in: ISNN (3) (2011)
Keyphrases
- fuzzy entropy
- feature selection
- fuzzy sets
- grey relational analysis
- membership functions
- feature selection algorithms
- information gain
- feature space
- classification accuracy
- text categorization
- fuzzy partition
- multi class
- selected features
- text classification
- feature extraction
- support vector
- small sample
- mutual information
- unsupervised feature selection
- vague sets
- model selection
- feature subset
- feature weighting
- discriminative features
- gene expression data
- feature set
- computational intelligence
- clustering algorithm
- machine learning
- method for feature selection
- selecting relevant features
- mathematical model
- feature ranking
- classification models
- microarray data
- high dimensionality
- real world
- support vector machine
- knn
- data analysis
- data mining