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tgml: Treed Guided Machine Learning for Personalized Prediction and Precision Diagnostics

Generalization of the 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: 2025-05-02
DOI: 10.32614/CRAN.package.tgml
Author: Yunro Chung ORCID iD [aut, cre]
Maintainer: Yunro Chung <yunro.chung at asu.edu>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: tgml results

Documentation:

Reference manual: tgml.pdf

Downloads:

Package source: tgml_0.1.0.tar.gz
Windows binaries: r-devel: not available, r-release: tgml_0.1.0.zip, r-oldrel: not available
macOS binaries: r-release (arm64): tgml_0.1.0.tgz, r-oldrel (arm64): not available, r-release (x86_64): tgml_0.1.0.tgz, r-oldrel (x86_64): not available

Linking:

Please use the canonical form https://CRAN.R-project.org/package=tgml to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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