Package: PRTree 1.0.3

PRTree: Probabilistic Regression Trees

Implementation of Probabilistic Regression Trees (PRTree), providing functions for model fitting and prediction, with specific adaptations to handle missing values. The main computations are implemented in 'Fortran' for high efficiency. The package is based on the PRTree methodology described in Alkhoury et al. (2020), "Smooth and Consistent Probabilistic Regression Trees" <https://proceedings.neurips.cc/paper_files/paper/2020/file/8289889263db4a40463e3f358bb7c7a1-Paper.pdf>. Details on the treatment of missing data and implementation aspects are presented in Prass, T.S.; Neimaier, A.S.; Pumi, G. (2025), "Handling Missing Data in Probabilistic Regression Trees: Methods and Implementation in R" <doi:10.48550/arXiv.2510.03634>.

Authors:Alisson Silva Neimaier [aut], Taiane Schaedler Prass [aut, ths, cre]

PRTree_1.0.3.tar.gz
PRTree_1.0.3.zip(r-4.7)PRTree_1.0.3.zip(r-4.6)PRTree_1.0.3.zip(r-4.5)
PRTree_1.0.3.tgz(r-4.6-x86_64)PRTree_1.0.3.tgz(r-4.6-arm64)PRTree_1.0.3.tgz(r-4.5-x86_64)PRTree_1.0.3.tgz(r-4.5-arm64)
PRTree_1.0.3.tar.gz(r-4.7-arm64)PRTree_1.0.3.tar.gz(r-4.7-x86_64)PRTree_1.0.3.tar.gz(r-4.6-arm64)PRTree_1.0.3.tar.gz(r-4.6-x86_64)
PRTree_1.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
PRTree/json (API)

# Install 'PRTree' in R:
install.packages('PRTree', repos = c('https://tsprass.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • openblas– Optimized BLAS
  • fortran– Runtime library for GNU Fortran applications

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

openblasfortran

1.70 score 3 scripts 586 downloads 2 exports 0 dependencies

Last updated from:c89de6e938. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK137
linux-devel-x86_64OK101
source / vignettesOK145
linux-release-arm64OK98
linux-release-x86_64OK95
macos-release-arm64OK75
macos-release-x86_64OK171
macos-oldrel-arm64OK66
macos-oldrel-x86_64OK198
windows-develOK117
windows-releaseOK228
windows-oldrelOK84
wasm-releaseOK108

Exports:pr_treepr_tree_control

Dependencies: