Predictive Inference for Random Forests

An integrated package for constructing random forest prediction intervals using a fast implementation package 'ranger'. This package can apply the following three methods described in Haozhe Zhang, Joshua Zimmerman, Dan Nettleton, and Daniel J. Nordman (2019) : the out-of-bag prediction interval, the split conformal method, and the quantile regression forest.


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install.packages("rfinterval")

1.0.0 by Haozhe Zhang, a year ago


http://github.com/haozhestat/rfinterval


Report a bug at http://github.com/haozhestat/rfinterval/issues


Browse source code at https://github.com/cran/rfinterval


Authors: Haozhe Zhang [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Imports ranger, MASS

Suggests testthat


Suggested by piRF.


See at CRAN