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mlr3inferr  

Inference on the Generalization Error
View on CRAN: Click here


Download and install mlr3inferr package within the R console
Install from CRAN:
install.packages("mlr3inferr")

Install from Github:
library("remotes")
install_github("cran/mlr3inferr")

Install by package version:
library("remotes")
install_version("mlr3inferr", "0.1.0")



Attach the package and use:
library("mlr3inferr")
Maintained by
Sebastian Fischer
[Scholar Profile | Author Map]
First Published: 2025-01-13
Latest Update: 2025-01-13
Description:
An 'mlr3' extension that provides various resampling-based confidence interval (CI) methods for estimating the generalization error.These CI methods are implemented as 'mlr3' measures, enabling the evaluation of individual algorithms on specific tasks as well as the comparison of different learning algorithms.
How to cite:
Sebastian Fischer (2025). mlr3inferr: Inference on the Generalization Error. R package version 0.1.0, https://cran.r-project.org/web/packages/mlr3inferr. Accessed 21 Feb. 2025.
Previous versions and publish date:
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Complete documentation for mlr3inferr
Functions, R codes and Examples using the mlr3inferr R package
Full mlr3inferr package functions and examples
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