Incremental wrapper based gene selection with Markov blanket.
Aiguo WangNing AnGuilin ChenJing YangLian LiGil AlterovitzPublished in: BIBM (2014)
Keyphrases
- gene selection
- markov blanket
- feature selection
- microarray data
- feature ranking
- wrapper method
- gene expression data
- bayesian networks
- microarray
- text categorization
- variable selection
- structure learning
- text classification
- support vector machine
- classification accuracy
- machine learning
- naive bayes
- high dimensionality
- feature space
- feature extraction
- dimensionality reduction
- knn
- gene expression
- bayesian network classifiers
- approximate inference
- dimension reduction
- causal discovery
- continuous variables
- pattern recognition
- conditional independence
- support vector
- classification models
- feature subset
- unsupervised learning
- probabilistic model
- feature vectors