Strong approximate Markov blanket and its application on filter-based feature selection.
Zhongsheng HuaJian ZhouYe HuaWei ZhangPublished in: Appl. Soft Comput. (2020)
Keyphrases
- markov blanket
- bayesian networks
- structure learning
- feature selection
- causal discovery
- variable selection
- approximate inference
- bayesian network classifiers
- evolutionary algorithm
- probabilistic graphical models
- causal graph
- probabilistic model
- search space
- graphical models
- conditional independence
- pattern recognition
- genetic algorithm