Gene selection for cancer classification using a hybrid of univariate and multivariate feature selection methods.
Min XuRudy SetionoPublished in: CoRR (2015)
Keyphrases
- gene selection
- cancer classification
- microarray data
- microarray
- cancer diagnosis
- random forest
- gene expression data
- gene expression profiles
- gene expression
- feature selection
- microarray gene expression data
- biologically relevant
- dna microarray
- relevant genes
- colon cancer
- support vector machine svm
- informative genes
- microarray datasets
- high throughput
- microarray analysis
- feature ranking
- gene expression datasets
- molecular biology
- statistical tests
- decision trees
- gene sets
- data sets
- classification accuracy
- selected genes