CRAN/E | varImp

varImp

RF Variable Importance for Arbitrary Measures

Installation

About

Computes the random forest variable importance (VIMP) for the conditional inference random forest (cforest) of the 'party' package. Includes a function (varImp) that computes the VIMP for arbitrary measures from the 'measures' package. For calculating the VIMP regarding the measures accuracy and AUC two extra functions exist (varImpACC and varImpAUC).

Key Metrics

Version 0.4
R ≥ 3.0.0
Published 2020-05-23 1441 days ago
Needs compilation? no
License GPL-3
CRAN checks varImp results

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Maintainer

Maintainer

Philipp Probst

philipp_probst@gmx.de

Authors

Philipp Probst

aut / cre

Silke Janitza

ctb

Material

README
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

varImp archive

Depends

R ≥ 3.0.0
measures
party
stats

Suggests

testthat
ranger

Reverse Imports

moreparty

Reverse Suggests

party
vip