Package: BT 0.4
BT: (Adaptive) Boosting Trees Algorithm
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>.
Authors:
BT_0.4.tar.gz
BT_0.4.zip(r-4.5)BT_0.4.zip(r-4.4)BT_0.4.zip(r-4.3)
BT_0.4.tgz(r-4.4-any)BT_0.4.tgz(r-4.3-any)
BT_0.4.tar.gz(r-4.5-noble)BT_0.4.tar.gz(r-4.4-noble)
BT_0.4.tgz(r-4.4-emscripten)BT_0.4.tgz(r-4.3-emscripten)
BT.pdf |BT.html✨
BT/json (API)
# Install 'BT' in R: |
install.packages('BT', repos = c('https://giregwillame.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/giregwillame/bt/issues
- BT_Simulated_Data - Simulated Database.
Last updated 1 years agofrom:1d1db67a96. Checks:OK: 5 NOTE: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 29 2024 |
R-4.5-win | NOTE | Oct 29 2024 |
R-4.5-linux | NOTE | Oct 29 2024 |
R-4.4-win | OK | Oct 29 2024 |
R-4.4-mac | OK | Oct 29 2024 |
R-4.3-win | OK | Oct 29 2024 |
R-4.3-mac | OK | Oct 29 2024 |
Exports:BTBT_callBT_callBoostingBT_callInitBT_devTweedieBT_moreBT_perf
Readme and manuals
Help Manual
Help page | Topics |
---|---|
(Adaptive) Boosting Trees (ABT/BT) Algorithm. | BT |
(Adaptive) Boosting Trees (ABT/BT) fit. | BT_call BT_callBoosting BT_callInit |
Deviance function for the Tweedie family. | BT_devTweedie |
Perform additional boosting iterations. | BT_more |
Performance assessment. | BT_perf |
Simulated Database. | BT_Simulated_Data |
BTCVFit | BTCVFit |
BTFit | BTFit |
Predict method for BT Model fits. | predict.BTFit |
Printing function. | print.BTFit |
Summary of a BTFit object. | summary.BTFit |