A two-way accelerator for feature selection using a monotonic fuzzy conditional entropy.
Yanyan YangDegang ChenZhenyan JiXiao ZhangLianjie DongPublished in: Fuzzy Sets Syst. (2024)
Keyphrases
- conditional entropy
- mutual information
- feature selection
- fuzzy sets
- information theory
- information theoretic
- text categorization
- fuzzy logic
- feature set
- machine learning
- feature selection algorithms
- multi class
- feature extraction
- image registration
- classification accuracy
- text classification
- fuzzy numbers
- membership functions
- parallel implementation
- selected features
- discriminative features
- bayes error rate
- support vector
- fuzzy clustering
- k nearest neighbor
- data sets
- similarity measure
- irrelevant features
- fuzzy measures
- feature space
- graphical models
- fuzzy neural network
- np complete
- fuzzy controller
- multi task
- information gain
- classification models
- fuzzy rules
- feature subset