[aut, cre],
Franz Kiraly [aut],
Michel Lang [aut],
Nurul Ain Toha [ctb],
Andreas Bender
[ctb]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: | 0.1.6 |
| Depends: | R (≥ 3.1.0) |
| Imports: | checkmate, data.table, distr6 (≥ 1.3.6), mlr3 (≥ 0.3.0), mlr3misc (≥ 0.1.7), mlr3pipelines, paradox (≥ 0.1.0), R6, survival |
| Suggests: | bibtex, gbm, ggplot2, glmnet, knitr, lgr, Matrix, mboost, mlr3tuning, pec, pracma, randomForestSRC, ranger, riskRegression, rmarkdown, rpart, set6, simsurv, survAUC, testthat, xgboost |
| Published: | 2020-06-05 |
| Author: | Raphael Sonabend
[aut, cre],
Franz Kiraly [aut],
Michel Lang [aut],
Nurul Ain Toha [ctb],
Andreas Bender
[ctb] |
| Maintainer: | Raphael Sonabend <raphael.sonabend.15 at ucl.ac.uk> |
| 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 |
| Materials: | README NEWS |
| CRAN checks: | mlr3proba results |
| Reference manual: | mlr3proba.pdf |
| Vignettes: |
Density Estimation in mlr3proba Survival Analysis in mlr3proba |
| Package source: | mlr3proba_0.1.6.tar.gz |
| Windows binaries: | r-devel: mlr3proba_0.1.6.zip, r-release: mlr3proba_0.1.6.zip, r-oldrel: mlr3proba_0.1.6.zip |
| macOS binaries: | r-release: mlr3proba_0.1.6.tgz, r-oldrel: mlr3proba_0.1.6.tgz |
| Old sources: | mlr3proba archive |
| Reverse suggests: | mlr3viz |
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