Investigation of Random Forest Performance with Cancer Microarray Data.
Myungsook KlassenMatt CummingsGriselda SaldañaPublished in: CATA (2008)
Keyphrases
- random forest
- cancer classification
- microarray data
- gene selection
- cancer diagnosis
- biologically significant
- colon cancer
- random forests
- dna microarray
- decision trees
- microarray
- feature set
- feature selection
- gene expression
- gene expression profiles
- ensemble methods
- high dimensional
- data sets
- ovarian cancer
- microarray datasets
- base classifiers
- gene expression data
- fold cross validation
- cluster analysis
- multi label
- knowledge discovery
- data mining
- gene sets
- face recognition
- high throughput
- active learning