Confidence Intervals for Random Forests in Python.
Kivan PolimisAriel RokemBryna J. HazeltonPublished in: J. Open Source Softw. (2017)
Keyphrases
- random forests
- confidence intervals
- random forest
- ensemble methods
- logistic regression
- sample size
- decision trees
- markov chain
- machine learning algorithms
- monte carlo
- stochastic systems
- tree ensembles
- decision tree ensembles
- randomized trees
- test set
- roc curve
- relational data
- conditional probabilities
- dynamic programming
- optimal solution
- feature extraction
- feature selection
- learning algorithm
- information retrieval
- data sets