Covering rough set-based incremental feature selection for mixed decision system.
Yanyan YangDegang ChenXiao ZhangZhenyan JiPublished in: Soft Comput. (2022)
Keyphrases
- feature selection
- decision rules
- rough set theory
- rough sets
- incremental knowledge acquisition
- text categorization
- decision makers
- decision making
- feature set
- utility elicitation
- irrelevant features
- mutual information
- classification accuracy
- text classification
- information gain
- feature extraction
- multi class
- unsupervised feature selection
- incremental learning
- incremental clustering
- decision model
- feature selection algorithms
- small sample
- machine learning
- unsupervised learning
- model selection
- dimensionality reduction
- method for feature selection
- redundant features
- incremental version
- gene expression data
- discriminative features
- decision theory
- gene selection
- influence diagrams
- pattern recognition
- data driven
- support vector
- support vector machine
- feature space