The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
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[@]dogado.de.

APS: Analysing Prediction Stability of Non-Deterministic Prediction Models

Provides methods to analyse the stability of non-deterministic prediction models. Prediction stability is quantified either as data-based prediction stability (phi) or as model-based prediction stability (psi). The package implements measures for categorical, ordinal, and metric predictions based on repeated model fitting and corresponding predictions. Methods are based on Lange et al. (2025) <doi:10.1186/s12859-025-06097-1>.

Version: 1.0.1
Depends: R (≥ 3.6.0)
Imports: stats
Suggests: ranger, covr, rmarkdown, spelling, testthat
Published: 2026-04-16
DOI: 10.32614/CRAN.package.APS (may not be active yet)
Author: Thomas Martin Lange ORCID iD [cre, aut], Felix Heinrich ORCID iD [ctb]
Maintainer: Thomas Martin Lange <thomas.lange at uni-goettingen.de>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Citation: APS citation info
CRAN checks: APS results

Documentation:

Reference manual: APS.html , APS.pdf

Downloads:

Package source: APS_1.0.1.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available

Linking:

Please use the canonical form https://CRAN.R-project.org/package=APS 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.
Health stats visible at Monitor.