bartMachine: Machine Learning with Bayesian Additive Regression Trees

bartMachine: Machine Learning with Bayesian Additive Regression Trees

We present a new package in R implementing Bayesian additive regression trees (BART). The package introduces many new features for data analysis using BART such as variable selection, interaction detection, model diagnostic plots, incorporation of missing data and the ability to save trees for futur...

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Bibliographic Details
Main Authors: Adam Kapelner, Justin Bleich
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2016-04-01
Series:Journal of Statistical Software
Subjects:
Bayesian
machine learning
statistical learning
non-parametric
R
Java,
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/2617

Internet

https://www.jstatsoft.org/index.php/jss/article/view/2617

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