Package: DecorateR 0.1.2

DecorateR: Fit and Deploy DECORATE Trees

DECORATE (Diverse Ensemble Creation by Oppositional Relabeling of Artificial Training Examples) builds an ensemble of J48 trees by recursively adding artificial samples of the training data ("Melville, P., & Mooney, R. J. (2005) <doi:10.1016/j.inffus.2004.04.001>").

Authors:Matthias Bogaert

DecorateR_0.1.2.tar.gz
DecorateR_0.1.2.zip(r-4.5)DecorateR_0.1.2.zip(r-4.4)DecorateR_0.1.2.zip(r-4.3)
DecorateR_0.1.2.tgz(r-4.5-any)DecorateR_0.1.2.tgz(r-4.4-any)DecorateR_0.1.2.tgz(r-4.3-any)
DecorateR_0.1.2.tar.gz(r-4.5-noble)DecorateR_0.1.2.tar.gz(r-4.4-noble)
DecorateR_0.1.2.tgz(r-4.4-emscripten)DecorateR_0.1.2.tgz(r-4.3-emscripten)
DecorateR.pdf |DecorateR.html✨
DecorateR/json (API)
NEWS

# Install 'DecorateR' in R:
install.packages('DecorateR', repos = c('https://matthbogaert.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/matthbogaert/decorater/issues

Uses libs:
  • openjdk– OpenJDK Java runtime, using Hotspot JIT

On CRAN:

Conda:

openjdk

2.70 score 2 scripts 171 downloads 1 exports 3 dependencies

Last updated 4 years agofrom:8388167f38. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 24 2025
R-4.5-winOKMar 24 2025
R-4.5-macOKMar 24 2025
R-4.5-linuxOKMar 24 2025
R-4.4-winOKMar 24 2025
R-4.4-macOKMar 24 2025
R-4.4-linuxOKMar 24 2025
R-4.3-winOKMar 24 2025
R-4.3-macOKMar 24 2025

Exports:DECORATE

Dependencies:rJavaRWekaRWekajars