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optRF  

Optimising Random Forest Stability Through Selection of 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", "1.0.1")



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: 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 Through Selection of the Optimal Number of Trees. R package version 1.0.1, https://cran.r-project.org/web/packages/optRF. Accessed 21 Nov. 2024.
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