Random forest: A reliable tool for patient response prediction.
David J. DittmanTaghi M. KhoshgoftaarRandall WaldAmri NapolitanoPublished in: BIBM Workshops (2011)
Keyphrases
- random forest
- random forests
- ensemble classifier
- decision trees
- ensemble methods
- prediction accuracy
- feature set
- ensemble learning
- rotation forest
- feature importance
- base classifiers
- multi label
- benchmark datasets
- fold cross validation
- image classification
- small number
- information extraction
- support vector machine
- prior knowledge
- data mining