Calculate Average Minimal Depth of a Maximal Subtree for 'ranger' Package Forests

Calculates first, and second order, average minimal depth of a maximal subtree for a forest object produced by the R 'ranger' package. This variable importance metric is implemented as described in Ishwaran et. al. ("High-Dimensional Variable Selection for Survival Data", March 2010, ).


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first release version

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install.packages("climbeR")

0.0.1 by John Karlen, a year ago


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


Authors: John Karlen [aut, cre]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports ggplot2, grDevices, graphics

Suggests survival, ranger, knitr, rmarkdown, testthat, dplyr


See at CRAN