A Random Forest proximity matrix as a new measure for gene annotation.
José A. SeoaneIan N. M. DayJuan P. CasasColin CampbellTom R. GauntPublished in: ESANN (2014)
Keyphrases
- random forest
- cancer classification
- proximity matrix
- random forests
- decision trees
- clustering method
- random walk
- feature set
- gene expression
- ensemble methods
- active learning
- fold cross validation
- matrix representation
- pairwise
- microarray
- decision tree learning algorithms
- multi label
- gene expression data
- point sets
- gene selection
- machine learning
- bayesian networks
- ensemble classifier
- semi supervised
- feature space
- learning algorithm