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>.
| 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 
[aut, cre],
Franz Kiraly [aut],
Michel Lang [aut],
Nurul Ain Toha [ctb],
Andreas Bender
[ctb] |
| Maintainer: |
Raphael Sonabend <raphaelsonabend at gmail.com> |
| BugReports: |
https://github.com/mlr-org/mlr3proba/issues |
| License: |
LGPL-3 |
| URL: |
https://mlr3proba.mlr-org.com,
https://github.com/mlr-org/mlr3proba |
| NeedsCompilation: |
yes |
| Citation: |
mlr3proba citation info |
| Materials: |
README NEWS |
| In views: |
MachineLearning, Survival |
| CRAN checks: |
mlr3proba results |