Package: mlr3summary
Title: Model and Learner Summaries for 'mlr3'
Version: 0.1.0
Authors@R: c(
    person("Susanne", "Dandl", , "dandls.datascience@gmail.com", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0003-4324-4163")),
    person("Marc", "Becker", , "marcbecker@posteo.de", role = c("aut"),
           comment = c(ORCID = "0000-0002-8115-0400")),
    person("Bernd", "Bischl", , "bernd_bischl@gmx.net", role = "aut",
           comment = c(ORCID = "0000-0001-6002-6980")),
    person("Giuseppe", "Casalicchio", , "giuseppe.casalicchio@stat.uni-muenchen.de", role = "aut",
           comment = c(ORCID = "0000-0001-5324-5966")),
    person("Ludwig", "Bothmann", , "ludwig.bothmann@stat.uni-muenchen.de", role = "aut",
           comment = c(ORCID = "0000-0002-1471-6582"))
  )
Description: Concise and interpretable summaries for machine learning models 
    and learners of the 'mlr3' ecosystem.
    The package takes inspiration from the summary function for (generalized)
    linear models but extends it to non-parametric machine learning models, 
    based on generalization performance, model complexity, feature importances 
    and effects, and fairness metrics. 
License: LGPL-3
Depends: R (>= 3.5.0)
Imports: backports, checkmate (>= 2.0.0), data.table, mlr3 (>= 0.12.0),
        mlr3misc, cli, future.apply (>= 1.5.0),
Suggests: testthat (>= 3.1.0), iml, mlr3pipelines, mlr3fairness,
        mlr3learners, fastshap, ranger, rpart
Config/testthat/edition: 3
Language: en-US
NeedsCompilation: no
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.3
Packaged: 2024-04-23 13:05:15 UTC; susanne
Author: Susanne Dandl [aut, cre] (<https://orcid.org/0000-0003-4324-4163>),
  Marc Becker [aut] (<https://orcid.org/0000-0002-8115-0400>),
  Bernd Bischl [aut] (<https://orcid.org/0000-0001-6002-6980>),
  Giuseppe Casalicchio [aut] (<https://orcid.org/0000-0001-5324-5966>),
  Ludwig Bothmann [aut] (<https://orcid.org/0000-0002-1471-6582>)
Maintainer: Susanne Dandl <dandls.datascience@gmail.com>
Repository: CRAN
Date/Publication: 2024-04-24 14:20:02 UTC
Built: R 4.3.1; ; 2024-04-24 17:06:40 UTC; unix
