mlr3viz: Visualizations for 'mlr3' (original) (raw)

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: 2025-01-16
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
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

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