FastForest: Increasing random forest processing speed while maintaining accuracy.
Darren YatesMd Zahidul IslamPublished in: Inf. Sci. (2021)
Keyphrases
- processing speed
- random forest
- detection accuracy
- times faster
- parallel processing
- random forests
- fold cross validation
- computational speed
- decision trees
- feature set
- decision tree learning algorithms
- programmable graphics hardware
- ensemble methods
- rotation forest
- feature importance
- object detection
- prediction accuracy
- text classification
- computer vision
- data sets