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.


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.


0.4.2 by Raphael Sonabend, a day ago,

Report a bug at

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, mlr3misc, paradox, R6, Rcpp, survival

Depends on mlr3

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

Linking to Rcpp

Imported by highMLR, mlr3verse.

Suggested by mlr3learners, mlr3oml, mlr3viz.

See at CRAN