Classification using Markov blanket for feature selection.
Yifeng ZengJian LuoShuyuan LinPublished in: GrC (2009)
Keyphrases
- markov blanket
- feature selection
- target variable
- bayesian networks
- structure learning
- classification accuracy
- text classification
- variable selection
- feature extraction
- bayesian network classifiers
- support vector
- causal discovery
- approximate inference
- machine learning
- classification models
- feature set
- conditional independence
- probabilistic graphical models
- causal graph
- decision trees
- high dimensionality
- continuous variables
- support vector machine
- feature space
- text categorization
- naive bayes
- model selection
- semi supervised
- multi class
- regression problems
- data sets