Package: hstats
Title: Interaction Statistics
Version: 1.2.2
Authors@R: c(
    person("Michael", "Mayer", , "mayermichael79@gmail.com", role = c("aut", "cre"),
           comment = c(ORCID = "0009-0007-2540-9629")),
    person("Przemyslaw", "Biecek", , "przemyslaw.biecek@gmail.com", role = "ctb",
           comment = c(ORCID = "0000-0001-8423-1823"))
  )
Description: Fast, model-agnostic implementation of different
        H-statistics introduced by Jerome H. Friedman and Bogdan E.
        Popescu (2008) <doi:10.1214/07-AOAS148>.  These statistics
        quantify interaction strength per feature, feature pair, and
        feature triple.  The package supports multi-output predictions
        and can account for case weights. In addition, several variants
        of the original statistics are provided. The shape of the
        interactions can be explored through partial dependence plots
        or individual conditional expectation plots. 'DALEX'
        explainers, meta learners ('mlr3', 'tidymodels', 'caret') and
        most other models work out-of-the-box.
License: GPL (>= 2)
Depends: R (>= 3.2.0)
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Imports: ggplot2, stats, utils
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
URL: https://github.com/ModelOriented/hstats/,
        https://modeloriented.github.io/hstats/
BugReports: https://github.com/ModelOriented/hstats/issues/
Repository: https://modeloriented.r-universe.dev
Date/Publication: 2026-01-01 17:18:04 UTC
RemoteUrl: https://github.com/modeloriented/hstats
RemoteRef: HEAD
RemoteSha: 5e062f829843f4203ee68ff23c0a1bef037c012c
NeedsCompilation: no
Packaged: 2026-07-04 04:49:17 UTC; root
Author: Michael Mayer [aut, cre] (ORCID:
    <https://orcid.org/0009-0007-2540-9629>),
  Przemyslaw Biecek [ctb] (ORCID:
    <https://orcid.org/0000-0001-8423-1823>)
Maintainer: Michael Mayer <mayermichael79@gmail.com>