Confidence intervals for the random forest generalization error.
Paulo C. Marques F.Published in: CoRR (2021)
Keyphrases
- confidence intervals
- generalization error
- random forest
- sample size
- model selection
- random forests
- decision trees
- upper bound
- classification error
- cross validation
- supervised learning
- learning algorithm
- feature set
- training data
- active learning
- random sampling
- training set
- ensemble methods
- test set
- ensemble learning
- markov chain
- pairwise
- multi label
- lower bound
- monte carlo
- benchmark datasets
- conditional probabilities
- worst case
- mean shift
- small number
- image processing
- data sets