Redundant Feature Elimination by Using Approximate Markov Blanket Based on Discriminative Contribution.
Xue-Qiang ZengSu-Fen ChenHua-Xing ZouPublished in: WISM (2) (2011)
Keyphrases
- markov blanket
- feature elimination
- bayesian network classifiers
- feature selection
- bayesian networks
- structure learning
- variable selection
- conditional independence
- causal discovery
- semi supervised
- approximate inference
- probabilistic graphical models
- feature extraction
- graphical models
- discriminative learning
- continuous variables
- unsupervised learning
- semi supervised learning
- data sets
- high dimensional
- causal graph
- machine learning
- data mining