An ergodic theorem for the weighted ensemble method.
David AristoffPublished in: J. Appl. Probab. (2022)
Keyphrases
- ensemble methods
- prediction accuracy
- benchmark datasets
- machine learning methods
- decision trees
- ensemble learning
- random forests
- base classifiers
- random forest
- generalization ability
- ensemble classifier
- drifting concepts
- rotation forest
- classifier ensemble
- multilabel classification
- feature subset
- text classification
- base learners
- ensemble members
- learning tasks
- clustering algorithm
- data sets