Package: cpi
Type: Package
Title: Conditional Predictive Impact
Version: 0.1.5
Date: 2024-11-05
Authors@R: 
    c(person(given = "Marvin N.",
             family = "Wright",
             role = c("aut", "cre"),
             email = "cran@wrig.de",
             comment = c(ORCID = "0000-0002-8542-6291")),
      person(given = "David S.",
             family = "Watson",
             role = "aut"))
Maintainer: Marvin N. Wright <cran@wrig.de>
Description: A general test for conditional independence in supervised
        learning algorithms as proposed by Watson & Wright (2021)
        <doi:10.1007/s10994-021-06030-6>. Implements a conditional
        variable importance measure which can be applied to any
        supervised learning algorithm and loss function. Provides
        statistical inference procedures without parametric assumptions
        and applies equally well to continuous and categorical
        predictors and outcomes.
License: GPL (>= 3)
Encoding: UTF-8
RoxygenNote: 7.3.2
URL: https://github.com/bips-hb/cpi, https://bips-hb.github.io/cpi/
BugReports: https://github.com/bips-hb/cpi/issues
Imports: foreach, mlr3, lgr, knockoff
Suggests: mlr3learners, ranger, glmnet, testthat (>= 3.0.0), knitr,
        rmarkdown, doParallel
Config/testthat/edition: 3
VignetteBuilder: knitr
Repository: https://bips-hb.r-universe.dev
Date/Publication: 2024-11-25 17:07:04 UTC
RemoteUrl: https://github.com/bips-hb/cpi
RemoteRef: HEAD
RemoteSha: 238e428d7ae2a00b98cfec5a04a93a44ca4c7374
NeedsCompilation: no
Packaged: 2026-07-05 04:06:08 UTC; root
Author: Marvin N. Wright [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-8542-6291>),
  David S. Watson [aut]