Visualizations for 'mlr3'

Provides visualizations for 'mlr3' objects such as tasks, predictions, resample results or benchmark results via the autoplot() generic of 'ggplot2'. The returned 'ggplot' objects are intended to provide sensible defaults, yet can easily be customized to create camera-ready figures. Visualizations include barplots, boxplots, histograms, ROC curves, and Precision-Recall curves.


Reference manual

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0.5.7 by Michel Lang, 2 months ago,

Report a bug at

Browse source code at

Authors: Michel Lang [cre, aut] , Patrick Schratz [aut] , Raphael Sonabend [aut] , Marc Becker [aut] , Jakob Richter [aut] , Damir Pulatov [ctb]

Documentation:   PDF Manual  

LGPL-3 license

Imports checkmate, data.table, ggplot2, mlr3misc, utils

Suggests bbotk, cluster, distr6, factoextra, GGally, ggfortify, ggparty, glmnet, lgr, mlr3, mlr3cluster, mlr3filters, mlr3learners, mlr3proba, mlr3tuning, paradox, partykit, patchwork, precrec, ranger, rpart, stats, survival, testthat, vdiffr, xgboost

Imported by mlr3verse, sense.

See at CRAN