Splitting random forest (SRF) for determining compact sets of genes that distinguish between cancer subtypes.
Xiaowei GuanMark R. ChanceJill S. Barnholtz-SloanPublished in: J. Clin. Bioinform. (2012)
Keyphrases
- random forest
- cancer classification
- cancer diagnosis
- random forests
- gene expression profiles
- decision trees
- gene selection
- dna microarray
- feature set
- fold cross validation
- gene expression data
- microarray data
- ensemble methods
- multi label
- breast cancer
- gene expression
- base classifiers
- ensemble learning
- feature importance
- decision tree learning algorithms
- microarray datasets
- microarray
- classification accuracy
- ensemble classifier
- naive bayes
- higher order