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conforest

Conformal Random Forests for Response Surface Emulation

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>).

Versions across snapshots

VersionRepositoryFileSize
2.0.1 rolling linux/jammy R-4.5 conforest_2.0.1.tar.gz 47.0 KiB
2.0.1 rolling linux/noble R-4.5 conforest_2.0.1.tar.gz 46.9 KiB
2.0.1 rolling source/ R- conforest_2.0.1.tar.gz 9.3 KiB
2.0.1 latest linux/jammy R-4.5 conforest_2.0.1.tar.gz 47.0 KiB
2.0.1 latest linux/noble R-4.5 conforest_2.0.1.tar.gz 46.9 KiB
2.0.1 latest source/ R- conforest_2.0.1.tar.gz 9.3 KiB
2.0.1 2026-04-23 source/ R- conforest_2.0.1.tar.gz 0 B

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Imports