BAMB: A Balanced Markov Blanket Discovery Approach to Feature Selection.
Zhaolong LingKui YuHao WangLin LiuWei DingXindong WuPublished in: ACM Trans. Intell. Syst. Technol. (2019)
Keyphrases
- markov blanket
- causal discovery
- feature selection
- bayesian networks
- causal models
- discovery process
- causal relationships
- structure learning
- variable selection
- approximate inference
- bayesian network classifiers
- directed acyclic graph
- conditional independence
- graphical models
- classification accuracy
- knowledge discovery
- model selection
- data mining
- causal graph
- text categorization
- feature set
- feature space
- transfer learning
- cross validation
- probabilistic graphical models
- support vector machine
- feature extraction
- reinforcement learning