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conforest  

Conformal Random Forests for Response Surface Emulation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("conforest", "2.0.1")



Attach the package and use:
library("conforest")
Maintained by
Kellin Rumsey
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-05-19
Latest Update: 2026-05-19
Description:
Fits emulators, also known as surrogates or response surfaces, using conformal inference with random forests. The conformal calibration is performed using out-of-bag samples from the forest, eliminating the need for a separate hold-out set. The method is based on Johansson et al. (2014 <doi:10.1007/s10994-014-5453-0>).
How to cite:
Kellin Rumsey (2026). conforest: Conformal Random Forests for Response Surface Emulation. R package version 2.0.1, https://cran.r-project.org/web/packages/conforest. Accessed 04 Jul. 2026.
Previous versions and publish date:
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Complete documentation for conforest
Functions, R codes and Examples using the conforest R package
Full conforest package functions and examples
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