RFpredInterval

swMATH39013CRANRFpredIntervalMaRDI QIDQ54713

Prediction Intervals with Random Forests and Boosted Forests

Aurelie Labbe, Cansu Alakus

Last update: 7 December 2023

Copyright license: GNU General Public License

Software version identifier: 1.0.7, 1.0.1, 1.0.2, 1.0.4, 1.0.5, 1.0.6, 1.0.8

Source code repository: https://github.com/cran/RFpredInterval

Description

Implements various prediction interval methods with random forests and boosted forests. The package has two main functions: pibf() produces prediction intervals with boosted forests (PIBF) as described in Alakus et al. (2022) <doi:10.32614/RJ-2022-012> and rfpi() builds 15 distinct variations of prediction intervals with random forests (RFPI) proposed by Roy and Larocque (2020) <doi:10.1177/0962280219829885>.

Cites work

• RFpredInterval: An R Package for Prediction Intervals with Random Forests and Boosted Forests
• Prediction intervals with random forests

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