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, ).


first release version

Reference manual

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0.0.1 by John Karlen, 2 years ago

Browse source code at

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