An improved feature selection algorithm based on Markov blanket.
Xiaohan ZuoPeng LuXi LiuYibo GaoYiping YangJianxin ChenPublished in: BMEI (2011)
Keyphrases
- markov blanket
- feature selection algorithms
- feature selection
- bayesian networks
- structure learning
- classification accuracy
- feature subset
- variable selection
- selection algorithm
- feature set
- data sets
- text categorization
- feature space
- support vector
- approximate inference
- conditional independence
- text classification
- image processing
- probabilistic graphical models
- machine learning
- probabilistic model
- search algorithm
- bayesian network classifiers
- causal graph
- causal discovery