Other packages > Find by keyword >

literanger  

Fast Serializable Random Forests Based on 'ranger'
View on CRAN: Click here


Download and install literanger package within the R console
Install from CRAN:
install.packages("literanger")

Install from Github:
library("remotes")
install_github("cran/literanger")

Install by package version:
library("remotes")
install_version("literanger", "0.2.0")



Attach the package and use:
library("literanger")
Maintained by
Stephen Wade
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-06-26
Latest Update: 2025-07-13
Description:
An updated implementation of R package 'ranger' by Wright et al, (2017) for training and predicting from random forests, particularly suited to high-dimensional data, and for embedding in 'Multiple Imputation by Chained Equations' (MICE) by van Buuren (2007) . Ensembles of classification and regression trees are currently supported. Sparse data of class 'dgCMatrix' (R package 'Matrix') can be directly analyzed. Conventional bagged predictions are available alongside an efficient prediction for MICE via the algorithm proposed by Doove et al (2014) . Survival and probability forests are not supported in the update, nor is data of class 'gwaa.data' (R package 'GenABEL'); use the original 'ranger' package for these analyses.
How to cite:
Stephen Wade (2023). literanger: Fast Serializable Random Forests Based on 'ranger'. R package version 0.2.0, https://cran.r-project.org/web/packages/literanger. Accessed 26 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:53), 0.0.1 (2023-06-26 14:20), 0.0.2 (2023-07-13 23:30), 0.1.0 (2024-09-04 01:20), 0.1.1 (2024-09-22 23:30)
Other packages that cited literanger R package
View literanger citation profile
Other R packages that literanger depends, imports, suggests or enhances
Complete documentation for literanger
Functions, R codes and Examples using the literanger R package
Some associated functions: literanger-package . predict.literanger . train . 
Some associated R codes: cpp11.R . literanger-package.R . predict.R . train.R . utility.R .  Full literanger package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

LSDsensitivity  
Sensitivity Analysis Tools for 'LSD' Simulations
Tools for sensitivity analysis of LSD simulation models. Reads object-oriented data produced by LSD ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
MARSS  
Multivariate Autoregressive State-Space Modeling
The MARSS package provides maximum-likelihood parameter estimation for constrained and unconstraine ...
Download / Learn more Package Citations See dependency  
rts2  
Log-Gaussian Cox Process Models with Approximations
Supports modelling real-time case data to facilitate the real-time surveillance of infectious disea ...
Download / Learn more Package Citations See dependency  
SADEG  
Stability Analysis in Differentially Expressed Genes
We analyzed the nucleotide composition of genes with a special emphasis on stability of DNA sequence ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA