A Two-Stage Hybrid Approach for Feature Selection in Microarray Analysis.
Chung-Hong LeeHsin-Chang YangChih-Hong WuYi-Chia LanPublished in: HIS (1) (2009)
Keyphrases
- microarray analysis
- feature selection
- feature ranking
- microarray data
- microarray
- gene selection
- microarray datasets
- cancer classification
- gene expression data
- discriminant analysis
- gene expression
- high dimensionality
- feature set
- dimension reduction
- text categorization
- text classification
- logistic regression
- decision trees
- feature selection algorithms
- machine learning
- feature extraction
- classification accuracy
- gene ontology
- support vector machine
- feature subset
- high throughput
- fold cross validation
- feature subset selection
- unsupervised learning
- data sets
- gene expression profiles
- microarray gene expression data
- naive bayes