Crack random forest for arbitrary large datasets.
Alessandro LulliLuca OnetoDavide AnguitaPublished in: IEEE BigData (2017)
Keyphrases
- random forest
- random forests
- decision trees
- ensemble methods
- feature set
- benchmark datasets
- feature importance
- fold cross validation
- cancer classification
- multi label
- ensemble learning
- decision tree learning algorithms
- data sets
- base classifiers
- rotation forest
- markov random field
- prediction accuracy
- small number
- object recognition