Markov Blanket based Feature Selection : A Review of Past Decade

@inproceedings{Fu2010MarkovBB,
  title={Markov Blanket based Feature Selection : A Review of Past Decade},
  author={Shunkai Fu and Michel C. Desmarais},
  year={2010}
}
feature selection via the induction of Markov blanket which can be traced back to 1996, and the concept of Markov blanket itself firstly appeared even earlier in 1988. but why they were invented and their relative advantage as well as disadvantages, from both theoretical and practical viewpoint. Besides, it is noticed that all of these mentioned works are all constraint learning which depends on conditional independence test to induce the target, instead of via score-and-search, another… CONTINUE READING
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