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rfvimptest
View on CRAN: Click
here
Download and install rfvimptest package within the R console
Install from CRAN:
install.packages("rfvimptest")
Install from Github:
library("remotes")
install_github("cran/rfvimptest")
Install by package version:
library("remotes")
install_version("rfvimptest", "0.1.3")
Attach the package and use:
library("rfvimptest")
Maintained by
Roman Hornung
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.rfvimptest . rfvimptest results . rfvimptest.pdf . rfvimptest_0.1.3.tar.gz . rfvimptest_0.1.3.zip . rfvimptest_0.1.3.zip . rfvimptest_0.1.3.zip . rfvimptest_0.1.3.tgz . rfvimptest_0.1.3.tgz . rfvimptest_0.1.3.tgz . rfvimptest_0.1.3.tgz . rfvimptest_0.1.3.tgz . rfvimptest_0.1.3.tgz . rfvimptest archive . https://CRAN.R-project.org/package=rfvimptest .
First Published: 2022-03-29
Latest Update: 2023-01-25
Description:
Sequential permutation testing for statistical
significance of predictors in random forests. The main function
of the package is rfvimptest(), which allows to test for the
statistical significance of predictors in random forests using different
(sequential) permutation test strategies. The advantage of
sequential over conventional permutation tests is that they
are computationally considerably less intensive, as the sequential
procedure is stopped as soon as there is sufficient evidence
for either the null or the alternative hypothesis.
How to cite:
Roman Hornung (2022). rfvimptest: Sequential Permutation Testing of Random Forest Variable Importance Measures. R package version 0.1.3, https://cran.r-project.org/web/packages/rfvimptest. Accessed 26 Mar. 2025.
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Other R packages that rfvimptest depends,
imports, suggests or enhances
Complete documentation for rfvimptest
Functions, R codes and Examples using
the rfvimptest R package
Some associated functions: allinone . hearth2 . rfvimptest .
Some associated R codes: allinone.R . hearth2.R . print.R . rfvimptest.R . Full rfvimptest package functions and examples
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