Causal Feature Selection With Dual Correction.
Xianjie GuoKui YuLin LiuFuyuan CaoJiuyong LiPublished in: IEEE Trans. Neural Networks Learn. Syst. (2024)
Keyphrases
- feature selection
- markov blanket
- text categorization
- text classification
- mutual information
- feature selection algorithms
- feature set
- causal theories
- multi class
- discriminative features
- machine learning
- causal relationships
- classification accuracy
- feature space
- support vector
- model selection
- feature extraction
- causal discovery
- primal dual
- causal models
- redundant features
- method for feature selection
- feature subset
- high dimensionality
- unsupervised learning
- directed acyclic graph
- information gain
- microarray data
- irrelevant features
- causal relations
- naive bayes
- informative features
- unsupervised feature selection
- causal structure
- causal inference
- bayesian networks
- genetic algorithm