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>).
| Version: | 2.0.1 |
| Imports: | randomForest, RANN |
| Published: | 2026-05-19 |
| DOI: | 10.32614/CRAN.package.conforest (may not be active yet) |
| Author: | Kellin Rumsey [aut, cre] |
| Maintainer: | Kellin Rumsey <knrumsey at lanl.gov> |
| License: | BSD_3_clause + file LICENSE |
| NeedsCompilation: | no |
| CRAN checks: | conforest results |
| Reference manual: | conforest.html , conforest.pdf |
| Package source: | conforest_2.0.1.tar.gz |
| Windows binaries: | r-devel: not available, r-release: conforest_2.0.1.zip, r-oldrel: conforest_2.0.1.zip |
| macOS binaries: | r-release (arm64): conforest_2.0.1.tgz, r-oldrel (arm64): conforest_2.0.1.tgz, r-release (x86_64): conforest_2.0.1.tgz, r-oldrel (x86_64): conforest_2.0.1.tgz |
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