CRAN/E | ranger

ranger

A Fast Implementation of Random Forests

Installation

About

A fast implementation of Random Forests, particularly suited for high dimensional data. Ensembles of classification, regression, survival and probability prediction trees are supported. Data from genome-wide association studies can be analyzed efficiently. In addition to data frames, datasets of class 'gwaa.data' (R package 'GenABEL') and 'dgCMatrix' (R package 'Matrix') can be directly analyzed.

Citation ranger citation info
imbs-hl.github.io/ranger/
github.com/imbs-hl/ranger
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Key Metrics

Version 0.16.0
R ≥ 3.1
Published 2023-11-12 137 days ago
Needs compilation? yes
License GPL-3
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Maintainer

Maintainer

Marvin N. Wright

cran@wrig.de

Authors

Marvin N. Wright

aut / cre

Stefan Wager

ctb

Philipp Probst

ctb

Material

NEWS
Reference manual
Package source

In Views

MachineLearning
Survival

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

ranger archive

Depends

R ≥ 3.1

Imports

Rcpp ≥ 0.11.2
Matrix

Suggests

survival
testthat

LinkingTo

Rcpp
RcppEigen

Reverse Depends

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Reverse Imports

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Reverse Suggests

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Reverse Enhances

vip