Using Feature Selection for Local Causal Structure Learning.
Zhaolong LingKui YuHao WangLei LiXindong WuPublished in: IEEE Trans. Emerg. Top. Comput. Intell. (2021)
Keyphrases
- structure learning
- markov blanket
- bayesian networks
- feature selection
- graphical models
- conditional independence
- bayesian network classifiers
- parameter learning
- parameter estimation
- bayesian network structure learning
- markov logic networks
- markov networks
- approximate inference
- causal discovery
- belief propagation
- network structure
- random variables
- causal models
- structure learning algorithm
- text categorization
- transfer learning
- naive bayes
- probabilistic model
- sample size
- upper bound
- classification accuracy
- feature space
- knowledge representation
- feature set
- generative model