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:
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-4.4-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
Last updated 4 years agofrom:8388167f38. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 25 2024 |
R-4.5-win | OK | Oct 25 2024 |
R-4.5-linux | OK | Oct 25 2024 |
R-4.4-win | OK | Oct 25 2024 |
R-4.4-mac | OK | Oct 25 2024 |
R-4.3-win | OK | Oct 25 2024 |
R-4.3-mac | OK | Oct 25 2024 |
Exports:DECORATE
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Binary classification with DECORATE (Melville and Mooney, 2005) | DECORATE |
Predict method for DECORATE objects | predict.DECORATE |