Bayesian Treed Machine Learning for Personalized Prediction and Precision Diagnostics [R package btml version 0.1.0]

btml: Bayesian Treed Machine Learning for Personalized Prediction and Precision Diagnostics

Generalization of the Bayesian classification and regression tree (CART) model that partitions subjects into terminal nodes and tailors machine learning model to each terminal node.

Version: 0.1.0

Depends: R (≥ 4.5.0), glmnet, randomForest, e1071, pROC, stats, graphics

Published: 2025年05月19日

DOI: 10.32614/CRAN.package.btml

Author: Yunro Chung ORCID iD [aut, cre], Yaliang Zhang [aut]

Maintainer: Yunro Chung <yunro.chung at asu.edu>

License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]

NeedsCompilation: no

CRAN checks: btml results

Documentation:

Reference manual: btml.html , btml.pdf

Downloads:

Package source: btml_0.1.0.tar.gz

Windows binaries: r-devel: btml_0.1.0.zip, r-release: btml_0.1.0.zip, r-oldrel: not available

macOS binaries: r-release (arm64): btml_0.1.0.tgz, r-oldrel (arm64): not available, r-release (x86_64): btml_0.1.0.tgz, r-oldrel (x86_64): not available

Linking:

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