Label enhancement-based feature selection via fuzzy neighborhood discrimination index.
Wenbin QianChuanzhen XiongYuhua QianYinglong WangPublished in: Knowl. Based Syst. (2022)
Keyphrases
- feature selection
- fuzzy comprehensive evaluation model
- fuzzy sets
- text categorization
- membership functions
- fuzzy rules
- multi label
- fuzzy logic
- feature extraction
- method for feature selection
- feature space
- machine learning
- fuzzy set theory
- mutual information
- feature set
- classification accuracy
- dimensionality reduction
- text classification
- feature selection algorithms
- information gain
- unsupervised feature selection
- selected features
- fuzzy numbers
- high dimensionality
- class labels
- multi class
- data sets
- knn
- classification models
- database
- fuzzy systems
- index structure
- decision making
- image processing
- fuzzy neural network
- cluster validity index
- core competence
- rand index
- model selection
- feature subset
- fuzzy clustering
- microarray data