Fair Feature Selection: A Causal Perspective.
Zhaolong LingEnqi XuPeng ZhouLiang DuKui YuXindong WuPublished in: ACM Trans. Knowl. Discov. Data (2024)
Keyphrases
- feature selection
- bayesian networks
- markov blanket
- viewpoint
- mutual information
- machine learning
- multi class
- text categorization
- informative features
- selected features
- high dimensionality
- text classification
- support vector machine
- classification accuracy
- feature extraction
- support vector
- model selection
- method for feature selection
- causal networks
- causal models
- feature selection algorithms
- feature space
- irrelevant features
- causal graph
- causal discovery
- unsupervised feature selection
- microarray data
- causal structure
- feature set