Visualizations for 'mlr3' [R package mlr3viz version 0.10.1]

mlr3viz: Visualizations for 'mlr3'

Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, learners, predictions, benchmark results, tuning instances and filters via the 'autoplot()' generic of 'ggplot2'. The package draws plots with the 'viridis' color palette and applies the minimal theme. Visualizations include barplots, boxplots, histograms, ROC curves, and Precision-Recall curves.

Version: 0.10.1

Depends: R (≥ 3.1.0)

Imports: checkmate, data.table, ggplot2 (≥ 3.3.0), mlr3misc (≥ 0.7.0), scales, utils, viridis

Suggests: bbotk (≥ 1.0.0), cluster, GGally, ggdendro, ggfortify (≥ 0.4.11), ggparty, glmnet, knitr, lgr, mlr3 (≥ 0.6.0), mlr3cluster, mlr3filters, mlr3fselect (≥ 1.3.0), mlr3inferr, mlr3learners, mlr3tuning (≥ 1.0.0), paradox, partykit, patchwork (≥ 1.1.1), precrec, ranger, rpart, stats, testthat (≥ 3.0.0), vdiffr (≥ 1.0.2), xgboost, survminer, mlr3proba (≥ 0.6.3)

Published: 2025年01月16日

DOI: 10.32614/CRAN.package.mlr3viz

Author: Michel Lang ORCID iD [aut], Patrick Schratz ORCID iD [aut], Raphael Sonabend ORCID iD [aut], Marc Becker ORCID iD [cre, aut], Jakob Richter ORCID iD [aut], Damir Pulatov [ctb], John Zobolas ORCID iD [aut]

Maintainer: Marc Becker <marcbecker at posteo.de>

BugReports: https://github.com/mlr-org/mlr3viz/issues

License: LGPL-3

URL: https://mlr3viz.mlr-org.com, https://github.com/mlr-org/mlr3viz

NeedsCompilation: no

Additional_repositories: https://mlr-org.r-universe.dev

Materials: README, NEWS

CRAN checks: mlr3viz results