FastForest: Increasing Random Forest Processing Speed While Maintaining Accuracy.
Darren YatesMd Zahidul IslamPublished in: CoRR (2020)
Keyphrases
- feature selection
- processing speed
- random forest
- feature set
- fold cross validation
- times faster
- detection accuracy
- parallel processing
- random forests
- computational speed
- decision trees
- feature importance
- ensemble methods
- programmable graphics hardware
- feature extraction
- decision tree learning algorithms
- ensemble learning
- multi label
- data sets
- base classifiers
- prediction accuracy
- computer vision
- learning algorithm