tgml: Tree Guided Machine Learning for Personalized Predictions 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: | 0.4.0 |
| Depends: | R (≥ 4.5.0), glmnet, randomForest, e1071, pROC, stats, graphics |
| Published: | 2026-01-22 |
| DOI: | 10.32614/CRAN.package.tgml |
| Author: | Yunro Chung  [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.html , tgml.pdf |
Downloads:
| Package source: | tgml_0.4.0.tar.gz |
| Windows binaries: | r-devel: tgml_0.4.0.zip, r-release: tgml_0.4.0.zip, r-oldrel: not available |
| macOS binaries: | r-release (arm64): tgml_0.4.0.tgz, r-oldrel (arm64): not available, r-release (x86_64): tgml_0.4.0.tgz, r-oldrel (x86_64): not available |
| Old sources: | tgml archive |
Linking:
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