Other packages > Find by keyword >

BT  

(Adaptive) Boosting Trees Algorithm
View on CRAN: Click here


Download and install BT package within the R console
Install from CRAN:
install.packages("BT")

Install from Github:
library("remotes")
install_github("cran/BT")

Install by package version:
library("remotes")
install_version("BT", "0.4")



Attach the package and use:
library("BT")
Maintained by
Gireg Willame
[Scholar Profile | Author Map]
First Published: 2023-01-30
Latest Update: 2023-08-19
Description:
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) Denuit, M., Hainaut, D., Trufin, J. (2019) Denuit, M., Hainaut, D., Trufin, J. (2019) Denuit, M., Hainaut, D., Trufin, J. (2022) Denuit, M., Huyghe, J., Trufin, J. (2022) Denuit, M., Trufin, J., Verdebout, T. (2022) .
How to cite:
Gireg Willame (2023). BT: (Adaptive) Boosting Trees Algorithm. R package version 0.4, https://cran.r-project.org/web/packages/BT. Accessed 04 Apr. 2025.
Previous versions and publish date:
0.3 (2023-01-30 17:40)
Other packages that cited BT R package
View BT citation profile
Other R packages that BT depends, imports, suggests or enhances
Complete documentation for BT
Downloads during the last 30 days
03/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/03Downloads for BT24681012141618TrendBars

Today's Hot Picks in Authors and Packages

metaprotr  
Metaproteomics Post-Processing Analysis
Set of tools for descriptive analysis of metaproteomics data generated from high-throughput mass ...
Download / Learn more Package Citations See dependency  
Rexperigen  
R Interface to Experigen
Provides convenience functions to communicate with an Experigen server: Experigen ( ...
Download / Learn more Package Citations See dependency  
GeDS  
Geometrically Designed Spline Regression
Spline Regression, Generalized Additive Models, and Component-wise Gradient Boosting, utilizing Geo ...
Download / Learn more Package Citations See dependency  
RMixpanel  
API for Mixpanel
Provides an interface to many endpoints of Mixpanel's Data Export, Engage and JQL API. The R functio ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
perryExamples  
Examples for Integrating Prediction Error Estimation into Regression Models
Examples for integrating package 'perry' for prediction error estimation into regression models. ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA