RFpredInterval

Prediction Intervals with Random Forests and Boosted Forests

CRAN Package

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) and rfpi() builds 15 distinct variations of prediction intervals with random forests (RFPI) proposed by Roy and Larocque (2020) .

  • Version1.0.8
  • R version≥ 3.6.0
  • LicenseGPL (≥ 3)
  • Needs compilation?Yes
  • Last release12/07/2023

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  • Depends1 package
  • Imports6 packages
  • Suggests3 packages