The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.
Fast and automatic gradient tree boosting designed to avoid manual tuning and cross-validation by utilizing an information theoretic approach. This makes the algorithm adaptive to the dataset at hand; it is completely automatic, and with minimal worries of overfitting. Consequently, the speed-ups relative to state-of-the-art implementations can be in the thousands while mathematical and technical knowledge required on the user are minimized.
| Version: | 0.9.3 |
| Depends: | R (≥ 3.6.0) |
| Imports: | methods, Rcpp (≥ 1.0.1) |
| LinkingTo: | Rcpp, RcppEigen |
| Suggests: | testthat |
| Published: | 2021-11-23 |
| DOI: | 10.32614/CRAN.package.agtboost |
| Author: | Berent Ånund Strømnes Lunde |
| Maintainer: | Berent Ånund Strømnes Lunde <lundeberent at gmail.com> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| CRAN checks: | agtboost results |
| Reference manual: | agtboost.pdf |
| Package source: | agtboost_0.9.3.tar.gz |
| Windows binaries: | r-devel: agtboost_0.9.3.zip, r-release: agtboost_0.9.3.zip, r-oldrel: agtboost_0.9.3.zip |
| macOS binaries: | r-release (arm64): agtboost_0.9.3.tgz, r-oldrel (arm64): agtboost_0.9.3.tgz, r-release (x86_64): agtboost_0.9.3.tgz, r-oldrel (x86_64): agtboost_0.9.3.tgz |
| Old sources: | agtboost archive |
Please use the canonical form https://CRAN.R-project.org/package=agtboost to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.