Causal Feature Selection via Transfer Entropy.
Paolo BonettiAlberto Maria MetelliMarcello RestelliPublished in: CoRR (2023)
Keyphrases
- feature selection
- mutual information
- information gain
- text categorization
- information theoretic
- markov blanket
- feature selection algorithms
- support vector
- bayesian networks
- information theory
- text classification
- microarray data
- knowledge transfer
- multi class
- classification accuracy
- feature space
- irrelevant features
- transfer learning
- machine learning
- feature weighting
- model selection
- causal networks
- causal reasoning
- causal relationships
- causal models
- cross domain
- feature extraction
- dimensionality reduction
- support vector machine
- small sample
- high dimensionality
- decision trees
- unsupervised feature selection
- feature set
- fuzzy entropy
- causal inference
- method for feature selection
- causal theories