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 |
| DOI: | 10.32614/CRAN.package.btml |
| Author: | Yunro Chung  [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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