Evaluation of Ensemble Methods in Imbalanced Regression Tasks.
Nuno MonizPaula BrancoLuís TorgoPublished in: LIDTA@PKDD/ECML (2017)
Keyphrases
- ensemble methods
- imbalanced data
- prediction accuracy
- base learners
- machine learning methods
- ensemble learning
- random forests
- random forest
- benchmark datasets
- bootstrap sampling
- base classifiers
- decision trees
- ensemble feature selection
- majority voting
- generalization ability
- training data
- regression problems
- machine learning
- data sets
- model selection
- support vector machine
- support vector
- ensemble classifier
- drifting concepts