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: 2025-05-19
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.pdf

Downloads:

Package source: btml_0.1.0.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available

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