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 
[cre, aut],
Hannah Schulz-Kümpel
[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:
Downloads:
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