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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install.packages("bartMachine") by Adam Kapelner, a year 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, car, randomForest, missForest

System requirements: Java (>= 7.0)

Imported by CovSelHigh, EnsembleBase, blkbox.

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

See at CRAN