Error-aware Markov blanket learning for causal feature selection.
Xianjie GuoKui YuFuyuan CaoPei-Pei LiHao WangPublished in: Inf. Sci. (2022)
Keyphrases
- markov blanket
- feature selection
- bayesian networks
- causal discovery
- variable selection
- learning algorithm
- probabilistic graphical models
- structure learning
- knn
- bayesian network classifiers
- causal graph
- learning process
- approximate inference
- causal models
- conditional independence
- machine learning
- text categorization
- graphical models
- parameter learning
- classification accuracy