Package: stressor
Type: Package
Title: Algorithms for Testing Models under Stress
Version: 0.2.0
Authors@R: c(
    person("Sam", "Haycock", email = "haycock.sam@outlook.com",
    role = c("aut", "cre")),
    person("Brennan", "Bean", email = "brennan.bean@usu.edu", 
    role = c("aut")),
    person("Utah State University", role = c("cph", "fnd")),
    person("Thermo Fisher Scientific", "Inc.", role = c("fnd"))
  )
Description: Traditional model evaluation metrics fail to capture model
        performance under less than ideal conditions. This package
        employs techniques to evaluate models "under-stress". This
        includes testing models' extrapolation ability, or testing
        accuracy on specific sub-samples of the overall model space.
        Details describing stress-testing methods in this package are
        provided in Haycock (2023) <doi:10.26076/2am5-9f67>. The other
        primary contribution of this package is provided to R users
        access to the 'Python' library 'PyCaret' <https://pycaret.org/>
        for quick and easy access to auto-tuned machine learning
        models.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.3
SystemRequirements: python(>=3.8.10)
Suggests: knitr, rmarkdown, ggplot2, mlbench, testthat (>= 3.0.0)
Config/testthat/edition: 3
Imports: reticulate, stats, dplyr
VignetteBuilder: knitr
Depends: R (>= 3.5)
NeedsCompilation: no
Packaged: 2026-10-10 15:50:39 UTC; root
Author: Sam Haycock [aut, cre], Brennan Bean [aut], Utah State
        University [cph, fnd], Thermo Fisher Scientific Inc. [fnd]
Maintainer: Sam Haycock <haycock.sam@outlook.com>
Config/pak/sysreqs: libpng-dev python3
Repository: https://samhaycock.r-universe.dev
Date/Publication: 2024-05-02 02:37:27 UTC
RemoteUrl: https://github.com/cran/stressor
RemoteRef: HEAD
RemoteSha: d00feeb9b6002ca51363653f352c44841db5096c