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mlr3summary  

Model and Learner Summaries for 'mlr3'
View on CRAN: Click here


Download and install mlr3summary package within the R console
Install from CRAN:
install.packages("mlr3summary")

Install from Github:
library("remotes")
install_github("cran/mlr3summary")

Install by package version:
library("remotes")
install_version("mlr3summary", "0.1.0")



Attach the package and use:
library("mlr3summary")
Maintained by
Susanne Dandl
[Scholar Profile | Author Map]
First Published: 2024-04-24
Latest Update: 2024-04-24
Description:
Concise and interpretable summaries for machine learning models and learners of the 'mlr3' ecosystem. The package takes inspiration from the summary function for (generalized) linear models but extends it to non-parametric machine learning models, based on generalization performance, model complexity, feature importances and effects, and fairness metrics.
How to cite:
Susanne Dandl (2024). mlr3summary: Model and Learner Summaries for 'mlr3'. R package version 0.1.0, https://cran.r-project.org/web/packages/mlr3summary. Accessed 03 Apr. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited mlr3summary R package
View mlr3summary citation profile
Other R packages that mlr3summary depends, imports, suggests or enhances
Complete documentation for mlr3summary
Functions, R codes and Examples using the mlr3summary R package
Full mlr3summary package functions and examples
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