Bayesian Additive Regression Trees

An advanced implementation of Bayesian Additive Regression Trees with expanded features for data analysis and visualization.


Reference manual

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1.2.6 by Adam Kapelner, 10 months ago

Browse source code at

Authors: Adam Kapelner and Justin Bleich (R package)

Documentation:   PDF Manual  

Task views: Machine Learning & Statistical Learning

GPL-3 license

Imports graphics, grDevices, stats

Depends on rJava, bartMachineJARs, randomForest, missForest

System requirements: Java (>= 7.0)

Imported by CovSelHigh, EnsembleBase.

Suggested by BayesTreePrior, CBDA, MachineShop, SuperLearner, condvis2, mlr.

Enhanced by tidytreatment.

See at CRAN