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gbm.auto
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]
[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
Functions, R codes and Examples using
the gbm.auto R package
Some associated functions: Adult_Females . AllPreds_E . AllScaledData . Juveniles . breaks.grid . calibration . gbm.auto-package . gbm.auto . gbm.basemap . gbm.bfcheck . gbm.cons . gbm.factorplot . gbm.lmplots . gbm.loop . gbm.map . gbm.mapsf . gbm.rsb . gbm.step.sd . gbm.subset . gbm.valuemap . grids . lmplot . roc . samples .
Some associated R codes: breaks.grid.R . calibration.R . data.R . gbm.auto-package.R . gbm.auto.R . gbm.basemap.R . gbm.bfcheck.R . gbm.cons.R . gbm.factorplot.R . gbm.lmplots.R . gbm.loop.R . gbm.map.R . gbm.mapsf.R . gbm.rsb.R . gbm.step.sd.R . gbm.subset.R . gbm.valuemap.R . lmplot.R . roc.R . Full gbm.auto package functions and examples
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