casimir: Comparing Automated Subject Indexing Methods in R
Perform evaluation of automatic subject indexing methods. The main focus of the package is to enable efficient computation of set retrieval and ranked retrieval metrics across multiple dimensions of a dataset, e.g. document strata or subsets of the label set. The package also provides the possibility of computing bootstrap confidence intervals for all major metrics, with seamless integration of parallel computation and propensity scored variants of standard metrics.
| Version: | 0.3.3 |
| Depends: | R (≥ 4.1.0) |
| Imports: | dplyr (≥ 1.1.1),furrr,purrr,rsample,tidyr,rlang,collapse (≥ 2.1.0),stringr,options,withr |
| Suggests: | testthat (≥ 3.0.0),tibble,tidyverse,ggplot2,future |
| Published: | 2025-11-17 |
| DOI: | 10.32614/CRAN.package.casimir |
| Author: | Maximilian Kähler [aut, cre], Markus Schumacher [aut], Deutsche Nationalbibliothek [cph] |
| Maintainer: | Maximilian Kähler <m.kaehler at dnb.de> |
| License: | MIT + fileLICENSE |
| URL: | https://deutsche-nationalbibliothek.github.io/casimir/ |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | casimir results |
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