The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.

mlr3inferr: Inference on the Generalization Error

An 'mlr3' extension that provides various resampling-based confidence interval (CI) methods for estimating the generalization error. These CI methods are implemented as 'mlr3' measures, enabling the evaluation of individual algorithms on specific tasks as well as the comparison of different learning algorithms.

Version: 0.1.0
Depends: mlr3, R (≥ 3.1.0)
Imports: checkmate, data.table, future, lgr, mlr3measures, mlr3misc, paradox, R6, withr
Suggests: rpart, testthat (≥ 3.0.0)
Published: 2025-01-13
DOI: 10.32614/CRAN.package.mlr3inferr
Author: Sebastian Fischer ORCID iD [cre, aut], Hannah Schulz-Kümpel ORCID iD [aut]
Maintainer: Sebastian Fischer <sebf.fischer at gmail.com>
BugReports: https://github.com/mlr-org/mlr3inferr/issues
License: LGPL-3
URL: https://mlr3inferr.mlr-org.com, https://github.com/mlr-org/mlr3inferr
NeedsCompilation: no
Materials: README
CRAN checks: mlr3inferr results

Documentation:

Reference manual: mlr3inferr.pdf

Downloads:

Package source: mlr3inferr_0.1.0.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: mlr3inferr_0.1.0.zip
macOS binaries: r-release (arm64): mlr3inferr_0.1.0.tgz, r-oldrel (arm64): mlr3inferr_0.1.0.tgz, r-release (x86_64): mlr3inferr_0.1.0.tgz, r-oldrel (x86_64): mlr3inferr_0.1.0.tgz

Reverse dependencies:

Reverse imports: mlr3verse

Linking:

Please use the canonical form https://CRAN.R-project.org/package=mlr3inferr to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.