StephanSeifert/SurrogateMinimalDepth: Surrogate minimal depth variable importance

This package provides functions to obtain surrogate splits applying ranger for random forests generation and using modified functions from the package rpart. Surrogate variables and corresponding adjusted agreement values are used for surrogate minimal depth variable importance and to investigate variable relations.

Getting started

Package details

AuthorStephan Seifert, Sven Gundlach, Silke Szymczak
MaintainerStephan Seifert <[email protected]>
LicenseGPL-2
Version0.1.9
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("StephanSeifert/SurrogateMinimalDepth")
StephanSeifert/SurrogateMinimalDepth documentation built on Dec. 11, 2018, 11:20 a.m.