Feature selection using fuzzy entropy measures with similarity classifier.
Pasi LuukkaPublished in: Expert Syst. Appl. (2011)
Keyphrases
- fuzzy entropy
- feature selection
- feature set
- feature space
- feature subset
- feature selection algorithms
- support vector machine
- membership functions
- support vector
- individual features
- fuzzy sets
- feature weighting
- small sample
- fuzzy partition
- decision trees
- mutual information
- text classification
- feature ranking
- text categorization
- classification accuracy
- vague sets
- bayes classifier
- discriminatory power
- training data
- feature selection and classifier
- input features
- classification performances
- bayesian classifier
- selected features
- machine learning
- multi class
- information gain
- classification models
- fuzzy systems
- neural network
- automatic relevance determination
- feature extraction
- naive bayes
- dimensionality reduction
- single feature
- pattern recognition
- evolutionary algorithm
- computational intelligence
- classification method
- fold cross validation
- multi task
- ensemble learning
- ensemble classifier