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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, <doi:10.1198/jasa.2009.tm08622>).
Package details |
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Author | John Karlen [aut, cre] |
Maintainer | John Karlen <jkarlen@massmutual.com> |
License | MIT + file LICENSE |
Version | 0.0.1 |
Package repository | View on CRAN |
Installation |
Install the latest version of this package by entering the following in R:
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