Information Theoretic Methods for Variable Selection - A Review.
Jan MielniczukPublished in: Entropy (2022)
Keyphrases
- information theoretic
- variable selection
- cross validation
- information theory
- dimension reduction
- information theoretic measures
- entropy measure
- kullback leibler divergence
- linear models
- mutual information
- preprocessing
- decision trees
- statistical methods
- text classification
- input variables
- high dimensional
- information bottleneck