Integrating Feature Selection Methods for Gene Feature Selection.
Patharawut SaengsiriSageemas Na WichianPhayung MeesadHerwig UngerPublished in: IICS (2011)
Keyphrases
- feature selection
- gene expression data
- gene selection
- microarray data
- gene expression data sets
- microarray datasets
- microarray
- gene expression
- cancer classification
- mutual information
- multi class
- text classification
- text categorization
- selected features
- feature subset
- feature selection algorithms
- biologically meaningful
- feature set
- feature extraction
- gene clusters
- machine learning
- high dimensionality
- feature space
- method for feature selection
- data sets
- support vector
- gene expression patterns
- support vector machine
- gene expression profiles
- dimensionality reduction
- irrelevant features
- gene sets
- dna microarray
- unsupervised feature selection
- gene expression analysis
- small sample
- biomedical literature
- gene ontology
- discriminative features
- microarray analysis
- gene regulatory networks