Forward Feature Selection Based on Approximate Markov Blanket.
Min HanXiaoxin LiuPublished in: ISNN (2) (2012)
Keyphrases
- markov blanket
- feature selection
- bayesian networks
- structure learning
- approximate inference
- variable selection
- causal discovery
- probabilistic graphical models
- bayesian network classifiers
- conditional independence
- graphical models
- causal graph
- text categorization
- high dimensionality
- gaussian process
- feature space
- dimensionality reduction
- message passing
- dimension reduction
- belief propagation
- feature set