An Ordinal Random Forest and Its Parallel Implementation with MapReduce.
Shanshan WangJun-Hai ZhaiSu-Fang ZhangHong ZhuPublished in: SMC (2015)
Keyphrases
- parallel implementation
- random forest
- random forests
- decision trees
- ensemble methods
- cloud computing
- feature set
- parallel computation
- fold cross validation
- parallel computers
- feature importance
- ensemble learning
- parallel computing
- parallel implementations
- parallel processing
- multi label
- ensemble classifier
- base classifiers
- distributed memory
- rotation forest
- image processing
- graphics processing units
- multi class
- text mining
- parallel programming
- prediction accuracy