Gene selection stability's dependence on dataset difficulty.
David J. DittmanTaghi M. KhoshgoftaarRandall WaldAmri NapolitanoPublished in: IRI (2013)
Keyphrases
- gene selection
- microarray datasets
- microarray data
- gene expression datasets
- microarray
- cancer classification
- gene expression data
- gene sets
- microarray classification
- dna microarray
- biologically relevant
- feature selection
- gene expression profiles
- tumor classification
- gene expression
- cancer diagnosis
- benchmark datasets
- cancer detection
- dna microarray data
- microarray analysis
- wilcoxon rank sum
- ovarian cancer
- high throughput
- microarray data analysis
- image processing
- knowledge discovery
- database
- high dimensionality
- support vector machine
- cluster analysis