Fair Feature Selection: A Causal Perspective.
Zhaolong LingEnqi XuPeng ZhouLiang DuKui YuXindong WuPublished in: IEEE Trans. Knowl. Data Eng. (2024)
Keyphrases
- feature selection
- markov blanket
- bayesian networks
- high dimensionality
- text categorization
- discriminative features
- feature extraction
- text classification
- feature weighting
- selected features
- feature subset
- mutual information
- support vector
- feature set
- method for feature selection
- causal networks
- unsupervised feature selection
- irrelevant features
- feature space
- feature selection algorithms
- viewpoint
- classification accuracy
- model selection
- data sets
- multi class
- dimensionality reduction
- information gain
- genetic algorithm ga
- support vector machine
- preprocessing
- causal discovery
- knowledge base
- graphical models