BT: (Adaptive) Boosting Trees Algorithm (original) (raw)
Performs (Adaptive) Boosting Trees for Poisson distributed response variables, using log-link function. The code approach is similar to the one used in 'gbm'/'gbm3'. Moreover, each tree in the expansion is built thanks to the 'rpart' package. This package is based on following books and articles Denuit, M., Hainaut, D., Trufin, J. (2019) <doi:10.1007/978-3-030-25820-7> Denuit, M., Hainaut, D., Trufin, J. (2019) <doi:10.1007/978-3-030-57556-4> Denuit, M., Hainaut, D., Trufin, J. (2019) <doi:10.1007/978-3-030-25827-6> Denuit, M., Hainaut, D., Trufin, J. (2022) <doi:10.1080/03461238.2022.2037016> Denuit, M., Huyghe, J., Trufin, J. (2022) <https://dial.uclouvain.be/pr/boreal/fr/object/boreal%3A244325/datastream/PDF_01/view> Denuit, M., Trufin, J., Verdebout, T. (2022) <https://dial.uclouvain.be/pr/boreal/fr/object/boreal%3A268577>.
| Version: | 0.4 |
|---|---|
| Depends: | R (≥ 4.0) |
| Imports: | rpart, stats, statmod, parallel |
| Suggests: | rmarkdown, knitr, testthat (≥ 3.0.0) |
| Published: | 2023-08-19 |
| DOI: | 10.32614/CRAN.package.BT |
| Author: | Gireg Willame [aut, cre, cph] |
| Maintainer: | Gireg Willame <gireg.willame at gmail.com> |
| BugReports: | https://github.com/GiregWillame/BT/issues/ |
| License: | GPL (≥ 3) |
| URL: | https://github.com/GiregWillame/BT/ |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | BT results [issues need fixing before 2025-11-15] |
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