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", "1.2.0")



Attach the package and use:
library("optRF")
Maintained by
Thomas Martin Lange
[Scholar Profile | Author Map]
First Published: 2024-09-23
Latest Update: 2024-09-23
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 1.2.0, https://cran.r-project.org/web/packages/optRF. Accessed 01 May. 2025.
Previous versions and publish date:
1.0.1 (2024-09-23 16:10), 1.1.0 (2025-02-03 15:30)
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
04/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/30Downloads for optRF-20002004006008001000120014001600180020002200TrendBars

Today's Hot Picks in Authors and Packages

dCUR  
Dimension Reduction with Dynamic CUR
Dynamic CUR (dCUR) boosts the CUR decomposition (Mahoney MW., Drineas P. (2009) ...
Download / Learn more Package Citations See dependency  
dsm  
Density Surface Modelling of Distance Sampling Data
Density surface modelling of line transect data. A Generalized Additive Model-based approach is use ...
Download / Learn more Package Citations See dependency  
pander  
An R 'Pandoc' Writer
Contains some functions catching all messages, 'stdout' and other useful information while evaluati ...
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  
fbar  
An Extensible Approach to Flux Balance Analysis
A toolkit for Flux Balance Analysis and related metabolic modeling techniques. Functions are provid ...
Download / Learn more Package Citations See dependency  
representr  
Create Representative Records After Entity Resolution
An implementation of Kaplan, Betancourt, Steorts (2022) that cre ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

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