Other packages > Find by keyword >

RFpredInterval  

Prediction Intervals with Random Forests and Boosted Forests
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("RFpredInterval", "1.0.8")



Attach the package and use:
library("RFpredInterval")
Maintained by
Cansu Alakus
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-06-18
Latest Update:
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) and rfpi() builds 15 distinct variations of prediction intervals with random forests (RFPI) proposed by Roy and Larocque (2020) .
How to cite:
Cansu Alakus (2021). RFpredInterval: Prediction Intervals with Random Forests and Boosted Forests. R package version 1.0.8, https://cran.r-project.org/web/packages/RFpredInterval. Accessed 25 Aug. 2026.
Previous versions and publish date:
(2026-07-09 08:18), 1.0.1 (2021-06-18 10:20), 1.0.2 (2021-06-28 22:40), 1.0.4 (2021-09-14 17:20), 1.0.5 (2022-01-20 20:42), 1.0.6 (2022-05-25 16:20), 1.0.7 (2023-03-06 08:50), 1.0.8 (2023-12-07 23:00)
Other packages that cited RFpredInterval R package
View RFpredInterval citation profile
Other R packages that RFpredInterval depends, imports, suggests or enhances
Complete documentation for RFpredInterval
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

commonsMath  
JAR Files of the Apache Commons Mathematics Library
'Java' JAR files for the Apache Commons Mathematics Library for use by users and other packages. ...
Download / Learn more Package Citations See dependency  
hwep  
Hardy-Weinberg Equilibrium in Polyploids
Inference concerning equilibrium and random mating in autopolyploids. Methods are available to test ...
Download / Learn more Package Citations See dependency  
connectwidgets  
Organize and Curate Your Content Within 'Posit Connect'
A collection of helper functions and 'htmlwidgets' to help publishers curate content collections on ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
missDiag  
Comparing Observed and Imputed Values under MAR and MCAR
Implements the computation of discrepancy statistics summarizing differences between the density of ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA