Ensemble methods for uplift modeling.
Michal SoltysSzymon JaroszewiczPiotr RzepakowskiPublished in: Data Min. Knowl. Discov. (2015)
Keyphrases
- ensemble methods
- random forests
- prediction accuracy
- ensemble learning
- decision trees
- bootstrap sampling
- majority voting
- benchmark datasets
- machine learning methods
- random forest
- decision tree ensembles
- generalization ability
- classifier ensemble
- ensemble feature selection
- base classifiers
- data sets
- artificial neural networks
- regression problems
- face recognition
- drifting concepts
- image processing
- feature selection