climbeR: 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, <doi:10.1198/jasa.2009.tm08622>).

AuthorJohn Karlen [aut, cre]
Date of publication2016-11-19 10:13:21
MaintainerJohn Karlen <jkarlen@massmutual.com>
LicenseMIT + file LICENSE
Version0.0.1

View on CRAN

Files in this package

climbeR
climbeR/inst
climbeR/inst/doc
climbeR/inst/doc/climbeR_examples.Rmd
climbeR/inst/doc/climbeR_examples.R
climbeR/inst/doc/climbeR_examples.html
climbeR/tests
climbeR/tests/testthat.R
climbeR/tests/testthat
climbeR/tests/testthat/veteran_result.rds
climbeR/tests/testthat/test_climbeR.R
climbeR/tests/testthat/rg_veteran.rds
climbeR/NAMESPACE
climbeR/NEWS
climbeR/R
climbeR/R/tree_traversal_util.R climbeR/R/plotting_util.R
climbeR/vignettes
climbeR/vignettes/climbeR_examples.Rmd
climbeR/MD5
climbeR/build
climbeR/build/vignette.rds
climbeR/DESCRIPTION
climbeR/man
climbeR/man/recursiveDepthBinning.Rd climbeR/man/countSplitsPerVar.Rd climbeR/man/plotFirstAndSecondOrderMetric.Rd climbeR/man/binForestByDepth.Rd climbeR/man/lookForVarsAbsentInForest.Rd climbeR/man/calculateAMDMS.Rd climbeR/man/startRecursiveDepthBinning.Rd climbeR/man/getAndPlotMetric.Rd climbeR/man/plotAMDMSvsNumSplits.Rd climbeR/man/baseRPlotting.Rd
climbeR/LICENSE

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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