Other packages > Find by keyword >

gbm.auto  

Automated Boosted Regression Tree Modelling and Mapping Suite
View on CRAN: Click here


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

Install from Github:
library("remotes")
install_github("cran/gbm.auto")

Install by package version:
library("remotes")
install_version("gbm.auto", "2023.08.31")



Attach the package and use:
library("gbm.auto")
Maintained by
Simon Dedman
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-02-15
Latest Update: 2023-09-01
Description:
Automates delta log-normal boosted regression tree abundance prediction. Loops through parameters provided (LR (learning rate), TC (tree complexity), BF (bag fraction)), chooses best, simplifies, & generates line, dot & bar plots, & outputs these & predictions & a report, makes predicted abundance maps, and Unrepresentativeness surfaces. Package core built around 'gbm' (gradient boosting machine) functions in 'dismo' (Hijmans, Phillips, Leathwick & Jane Elith, 2020 & ongoing), itself built around 'gbm' (Greenwell, Boehmke, Cunningham & Metcalfe, 2020 & ongoing, originally by Ridgeway). Indebted to Elith/Leathwick/Hastie 2008 'Working Guide' ; workflow follows Appendix S3. See for published guides and papers using this package.
How to cite:
Simon Dedman (2021). gbm.auto: Automated Boosted Regression Tree Modelling and Mapping Suite. R package version 2023.08.31, https://cran.r-project.org/web/packages/gbm.auto
Previous versions and publish date:
1.4.0 (2021-02-15 17:50), 1.4.1 (2021-02-24 06:50), 1.5.0 (2021-10-01 06:20), 2023.06.13 (2023-06-14 09:40)
Other packages that cited gbm.auto R package
View gbm.auto citation profile
Other R packages that gbm.auto depends, imports, suggests or enhances
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
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  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns