Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part II: Analysis and Extensions.
Constantin F. AliferisAlexander R. StatnikovIoannis TsamardinosSubramani ManiXenofon D. KoutsoukosPublished in: J. Mach. Learn. Res. (2010)
Keyphrases
- markov blanket
- causal discovery
- feature selection
- causal models
- bayesian networks
- causal relationships
- discovery process
- variable selection
- structure learning
- directed acyclic graph
- approximate inference
- causal structure
- conditional independence
- causal graph
- probabilistic graphical models
- graphical models
- bayesian network classifiers
- support vector
- machine learning
- text categorization
- continuous variables
- reinforcement learning