Confidence intervals for the random forest generalization error.
Paulo C. Marques F.Published in: Pattern Recognit. Lett. (2022)
Keyphrases
- generalization error
- random forest
- confidence intervals
- sample size
- model selection
- random forests
- upper bound
- decision trees
- classification error
- cross validation
- active learning
- random sampling
- learning algorithm
- feature set
- training data
- markov chain
- ensemble methods
- training set
- multi label
- ensemble learning
- base classifiers
- supervised learning
- test set
- state space
- lower bound
- conditional probabilities
- worst case
- feature extraction