A New Gene Selection Technique Using Feature Selection Methodology.
Noushin GhaffariHisham Al-MubaidPublished in: CATA (2006)
Keyphrases
- gene selection
- feature selection
- microarray data
- microarray classification
- cancer classification
- microarray
- gene expression data
- feature ranking
- cancer diagnosis
- dna microarray
- microarray datasets
- ensemble feature selection
- tumor classification
- gene expression
- gene expression profiles
- microarray data analysis
- microarray analysis
- wrapper method
- support vector machine svm
- text categorization
- recursive feature elimination
- biologically relevant
- data sets
- machine learning
- gene expression data sets
- support vector machine
- classification accuracy
- feature space
- colon cancer
- survival prediction
- wilcoxon rank sum
- selected features
- multi task
- multi class
- ovarian cancer
- dna microarray data
- small number of samples
- database