Wrapper-based gene selection with Markov blanket.
Aiguo WangNing AnJing YangGuilin ChenLian LiGil AlterovitzPublished in: Comput. Biol. Medicine (2017)
Keyphrases
- markov blanket
- gene selection
- feature selection
- microarray data
- feature ranking
- wrapper method
- gene expression data
- text categorization
- microarray
- bayesian networks
- variable selection
- support vector machine
- machine learning
- support vector
- high dimensionality
- text classification
- feature set
- knn
- classification accuracy
- feature space
- dimensionality reduction
- multi task
- feature extraction
- gene expression
- dimension reduction
- classification models
- conditional independence
- structure learning
- bayesian network classifiers
- data analysis
- image processing
- approximate inference
- graphical models