Bagging Provides Assumption-free Stability.
Jake A. SoloffRina Foygel BarberRebecca WillettPublished in: CoRR (2023)
Keyphrases
- ensemble methods
- variance reduction
- decision trees
- random forest
- machine learning
- ensemble learning
- imbalanced data
- training set
- majority voting
- randomized trees
- gradient boosting
- voting methods
- neural network
- random forests
- generalization error
- neural network ensembles
- bootstrap sampling
- asymptotic stability
- stability analysis
- meta learning