Confidence intervals for random forests: the jackknife and the infinitesimal jackknife.
Stefan WagerTrevor HastieBradley EfronPublished in: J. Mach. Learn. Res. (2014)
Keyphrases
- random forests
- confidence intervals
- random forest
- decision trees
- ensemble methods
- logistic regression
- machine learning algorithms
- sample size
- stochastic systems
- markov chain
- stopping rules
- monte carlo
- tree ensembles
- randomized trees
- regression forests
- machine learning
- decision tree ensembles
- information extraction
- learning algorithm
- prediction accuracy
- nearest neighbor