Other packages > Find by keyword >

optRF  

Optimising Random Forest Stability by Determining the Optimal Number of Trees
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("optRF", "1.2.1")



Attach the package and use:
library("optRF")
Maintained by
Thomas Martin Lange
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-09-23
Latest Update: 2025-05-08
Description:
Calculating the stability of random forest with certain numbers of trees. The non-linear relationship between stability and numbers of trees is described using a logistic regression model and used to estimate the optimal number of trees.
How to cite:
Thomas Martin Lange (2024). optRF: Optimising Random Forest Stability by Determining the Optimal Number of Trees. R package version 1.2.1, https://cran.r-project.org/web/packages/optRF. Accessed 10 Mar. 2026.
Previous versions and publish date:
1.0.1 (2024-09-23 16:10), 1.1.0 (2025-02-03 15:30), 1.2.0 (2025-04-01 13:20)
Other packages that cited optRF R package
View optRF citation profile
Other R packages that optRF depends, imports, suggests or enhances
Complete documentation for optRF
Functions, R codes and Examples using the optRF R package
Full optRF package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gena  
Genetic Algorithm and Particle Swarm Optimization
Implements genetic algorithm and particle swarm algorithm for real-valued functions. Various modific ...
Download / Learn more Package Citations See dependency  
plyr  
Tools for Splitting, Applying and Combining Data
A set of tools that solves a common set of problems: you need to break a big problem down into mana ...
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  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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