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
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: not available, 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

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