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.
Version: |
0.1.2 |
Depends: |
R (≥ 3.1.0) |
Imports: |
checkmate, data.table, distr6 (≥ 1.3.3), mboost, mlr3 (≥
0.1.4), mlr3misc (≥ 0.1.5), mlr3pipelines, paradox (≥ 0.1.0), R6, survival |
Suggests: |
bibtex, flexsurv, gbm, glmnet, knitr, lgr, mlr3tuning, pec, penalized, randomForestSRC, ranger, riskRegression, rpart, simsurv, survAUC, survivalsvm, testthat |
Published: |
2020-01-31 |
Author: |
Raphael Sonabend
[aut, cre],
Franz Kiraly [aut],
Michel Lang [aut],
Andreas Bender
[ctb] |
Maintainer: |
Raphael Sonabend <raphael.sonabend.15 at ucl.ac.uk> |
BugReports: |
https://github.com/mlr-org/mlr3proba/issues |
License: |
MIT + file LICENSE |
URL: |
https://mlr3proba.mlr-org.com,
https://github.com/mlr-org/mlr3proba |
NeedsCompilation: |
yes |
Materials: |
README NEWS |
CRAN checks: |
mlr3proba results |