Machine truth serum: a surprisingly popular approach to improving ensemble methods.
Tianyi LuoYang LiuPublished in: Mach. Learn. (2023)
Keyphrases
- ensemble methods
- prediction accuracy
- ensemble learning
- random forests
- decision trees
- benchmark datasets
- machine learning methods
- generalization ability
- base classifiers
- random forest
- majority voting
- classifier ensemble
- drifting concepts
- bootstrap sampling
- ensemble feature selection
- decision tree ensembles
- base learners
- learning machines
- ensemble classifier
- machine learning
- neural network
- multiple models
- ensemble members
- feature subset