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 < https://github.com/mlr-org/mlr3extralearners>.


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Reference manual

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install.packages("mlr3proba")

0.2.2 by Raphael Sonabend, a month ago


https://mlr3proba.mlr-org.com, https://github.com/mlr-org/mlr3proba


Report a bug at https://github.com/mlr-org/mlr3proba/issues


Browse source code at https://github.com/cran/mlr3proba


Authors: Raphael Sonabend [aut, cre] , Franz Kiraly [aut] , Michel Lang [aut] , Nurul Ain Toha [ctb] , Andreas Bender [ctb]


Documentation:   PDF Manual  


Task views: Machine Learning & Statistical Learning


LGPL-3 license


Imports checkmate, data.table, distr6, mlr3, mlr3misc, paradox, R6, Rcpp, survival

Suggests bibtex, bujar, ggplot2, knitr, lgr, mlr3extralearners, mlr3pipelines, pracma, rpart, set6, simsurv, survAUC, testthat

Linking to Rcpp


Suggested by mlr3learners, mlr3viz.


See at CRAN