A Comparative Study of Gene Selection Methods for Microarray Cancer Classification.
Hala M. AlshamlanGhada BadrYousef A. AlohaliPublished in: DaEng (2015)
Keyphrases
- gene selection
- microarray
- cancer classification
- microarray data
- cancer diagnosis
- gene expression datasets
- microarray data analysis
- gene expression data
- gene expression
- high throughput
- gene networks
- gene expression profiling
- gene expression data sets
- microarray datasets
- dna microarray
- gene expression profiles
- random forest
- analysis of gene expression
- microarray analysis
- selected genes
- ovarian cancer
- informative genes
- gene ontology
- feature selection
- molecular biology
- differentially expressed genes
- machine learning methods
- colon cancer
- feature ranking
- relevant genes
- clustering analysis
- experimental conditions
- tissue samples
- high dimensionality
- gene expression analysis
- support vector machine svm
- high dimensional