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 <>.


Reference manual

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0.3.2 by Raphael Sonabend, a month ago,

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Browse source code at

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, Survival Analysis

LGPL-3 license

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

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

Linking to Rcpp

Imported by mlr3verse.

Suggested by mlr3learners, mlr3viz.

See at CRAN