Gene selection stability's dependence on dataset difficulty.

David J. Dittman Taghi M. Khoshgoftaar Randall Wald Amri Napolitano

Published 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