Improving the Performance of SVM-RFE to Select Genes in Microarray Data.
Yuanyuan DingDawn WilkinsPublished in: BMC Bioinform. (2006)
Keyphrases
- microarray data
- gene expression
- microarray
- gene selection
- gene expression data
- microarray gene expression data
- microarray data analysis
- feature selection
- differentially expressed genes
- high dimensional
- gene networks
- microarray datasets
- biological data
- informative genes
- cancer classification
- data sets
- gene expression profiles
- gene clusters
- small number of samples
- dna microarray
- gene expression patterns
- selection algorithm
- cluster analysis
- dna microarray data
- analysis of gene expression
- biologically meaningful
- microarray analysis
- biological processes
- gene sets
- gene ontology
- selected features
- feature selection algorithms
- nearest neighbor
- data analysis
- similarity measure
- learning algorithm