Random Forest for Gene Expression Based Cancer Classification: Overlooked Issues.
Oleg OkunHelen PriisaluPublished in: IbPRIA (2) (2007)
Keyphrases
- cancer classification
- random forest
- gene expression
- microarray
- analysis of gene expression
- colon cancer
- gene expression data
- gene expression profiles
- microarray data
- dna microarray
- gene selection
- cancer diagnosis
- high throughput
- decision trees
- microarray datasets
- gene expression patterns
- fold cross validation
- ensemble methods
- high dimensionality
- binding sites
- multi label
- feature set
- gene ontology
- experimental conditions
- biological processes
- gene regulatory networks
- feature selection