Fair Causal Feature Selection.
Zhaolong LingJingxuan WuYiwen ZhangPeng ZhouXingyu WuKui YuXindong WuPublished in: CoRR (2023)
Keyphrases
- feature selection
- markov blanket
- mutual information
- text categorization
- feature selection algorithms
- text classification
- causal relationships
- bayesian networks
- machine learning
- support vector
- causal models
- method for feature selection
- feature set
- irrelevant features
- discriminative features
- small sample
- support vector machine
- data sets
- feature space
- feature extraction
- data mining
- causal structure
- feature weighting
- multi class
- learning algorithm
- causal theories
- support vector classification
- conditional mutual information
- feature selection and classification
- causal knowledge
- causal inference
- causal reasoning
- directed acyclic graph
- feature subset
- active learning