Fuzzy information decomposition incorporated and weighted Relief-F feature selection: When imbalanced data meet incompletion.
Jun DouYan SongGuoliang WeiYameng ZhangPublished in: Inf. Sci. (2022)
Keyphrases
- imbalanced data
- fuzzy information
- feature selection
- fuzzy sets
- classification models
- linear regression
- support vector machine
- fuzzy logic
- text categorization
- group decision making
- interval valued
- fuzzy numbers
- text classification
- feature set
- class imbalance
- feature space
- class distribution
- intuitionistic fuzzy sets
- classification accuracy
- high dimensionality
- ensemble methods
- support vector
- decision trees
- dimensionality reduction
- machine learning
- fuzzy relations
- aggregation operators
- ensemble classifier
- feature selection algorithms
- ensemble learning
- random forest
- feature extraction
- svm classifier
- sample size
- sampling methods
- prediction accuracy
- model selection
- supervised learning
- genetic algorithm
- neural network