On Extreme Pruning of Random Forest Ensembles for Real-time Predictive Applications.
Khaled FawagrehMohamed Medhat GaberEyad ElyanPublished in: CoRR (2015)
Keyphrases
- random forest
- random forests
- ensemble methods
- decision trees
- random subspace
- rotation forest
- ensemble learning
- base classifiers
- ensemble classifier
- imbalanced data
- feature set
- prediction accuracy
- fold cross validation
- search space
- multi label
- feature importance
- decision tree learning algorithms
- data sets
- classifier ensemble
- feature ranking
- generalization ability
- logistic regression
- benchmark datasets
- multi class
- image processing