mlr3proba: Probabilistic Supervised Learning for 'mlr3'

Provides extensions for probabilistic supervised learning for 'mlr3'. This includes extending the regression task to probabilistic and interval regression, adding a survival task, and other specialized models, predictions, and measures. mlr3extralearners is available from <>.

Version: 0.4.0
Depends: R (≥ 3.5.0)
Imports: checkmate, data.table, distr6 (≥ 1.4.5), mlr3 (≥ 0.6.0), mlr3misc (≥ 0.7.0), paradox (≥ 0.1.0), R6, Rcpp (≥ 1.0.4), survival
LinkingTo: Rcpp
Suggests: bujar, cubature, ggplot2, knitr, lgr, mlr3extralearners, mlr3pipelines (≥ 0.3.4), pracma, rpart, set6 (≥ 0.1.7), simsurv, survAUC, testthat
Published: 2021-04-18
Author: Raphael Sonabend ORCID iD [aut, cre], Franz Kiraly [aut], Michel Lang ORCID iD [aut], Nurul Ain Toha [ctb], Andreas Bender ORCID iD [ctb]
Maintainer: Raphael Sonabend <raphaelsonabend at>
License: LGPL-3
NeedsCompilation: yes
Citation: mlr3proba citation info
Materials: README NEWS
In views: MachineLearning, Survival
CRAN checks: mlr3proba results


Reference manual: mlr3proba.pdf
Package source: mlr3proba_0.4.0.tar.gz
Windows binaries: r-devel:, r-devel-UCRT:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): mlr3proba_0.4.0.tgz, r-release (x86_64): mlr3proba_0.4.0.tgz, r-oldrel: mlr3proba_0.4.0.tgz
Old sources: mlr3proba archive

Reverse dependencies:

Reverse imports: highMLR, mlr3verse
Reverse suggests: mlr3learners, mlr3viz


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