Non-unique decision differential entropy-based feature selection.
Yanpeng QuRong LiAnsheng DengChangjing ShangQiang ShenPublished in: Neurocomputing (2020)
Keyphrases
- feature selection
- text categorization
- decision rules
- decision making
- feature selection algorithms
- mutual information
- machine learning
- decision process
- decision makers
- feature set
- support vector
- decision problems
- data sets
- feature space
- text classification
- decision processes
- unsupervised feature selection
- feature weighting
- bayes classifier
- irrelevant features
- classification models
- information theory
- feature extraction
- high dimensional
- text mining
- method for feature selection
- pointwise mutual information
- selected features
- genetic algorithm
- influence diagrams
- high dimensionality
- knn
- dimensionality reduction