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.


Reference manual

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1.0.0 by Haozhe Zhang, 3 years ago

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Authors: Haozhe Zhang [aut, cre]

Documentation:   PDF Manual  

GPL-3 license

Imports ranger, MASS

Suggests testthat

Suggested by piRF.

See at CRAN