An improved procedure for gene selection from microarray experiments using false discovery rate criterion.
James J. YangMark C. K. YangPublished in: BMC Bioinform. (2006)
Keyphrases
- false discovery rate
- gene selection
- microarray
- feature selection
- microarray data
- cancer classification
- gene expression
- gene expression data
- high throughput
- hypothesis testing
- gene expression profiles
- dna microarray
- cancer diagnosis
- relevant genes
- microarray data analysis
- microarray datasets
- gene expression data analysis
- dna microarray data
- gene ontology
- high dimensionality
- gene expression data sets
- gene expression analysis
- gene expression datasets
- machine learning
- informative genes
- molecular biology
- colon cancer
- ovarian cancer
- support vector machine
- gene networks
- experimental conditions
- dimensionality reduction
- feature space
- microarray analysis
- feature extraction
- differentially expressed genes
- feature set
- gene sets
- decision trees
- feature ranking