Novel fuzzy rank discrimination measures for monotonic ordinal feature selection.
Chuan LuoHong PiTianrui LiHongmei ChenYanyong HuangPublished in: Knowl. Based Syst. (2022)
Keyphrases
- feature selection
- fuzzy sets
- fuzzy logic
- text categorization
- classification accuracy
- dimensionality reduction
- feature set
- fuzzy measures
- text classification
- naive bayes
- fuzzy numbers
- fuzzy clustering
- mutual information
- multi class
- support vector machine
- feature space
- fuzzy rules
- membership functions
- microarray data
- feature selection algorithms
- multi task
- fuzzy controller
- method for feature selection
- rand index
- discriminatory power
- individual features
- irrelevant features
- feature extraction
- fuzzy set theory
- feature subset
- support vector
- high dimensionality
- model selection
- training data
- information gain
- fuzzy neural network
- search engine
- unsupervised learning
- computational intelligence