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mlr3summary (version 0.1.1)

Model and Learner Summaries for 'mlr3'

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.

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Version

Install

install.packages('mlr3summary')

Monthly Downloads

2,448

Version

0.1.1

License

LGPL-3

Maintainer

Susanne Dandl

Last Published

January 23rd, 2026

Functions in mlr3summary (0.1.1)

summary.Learner

Summarizing mlr3 Learners
mlr3summary-package

mlr3summary: Model and Learner Summaries for 'mlr3'
summary_control

Control for Learner summaries
credit

German Credit Dataset (Preprocessed)