Package: FACT
Type: Package
Title: Feature Attributions for ClusTering
Version: 0.1.1
Authors@R: c(person(given = "Henri",
           family = "Funk",
           role = c("aut", "cre"),
           email = "Henri.Funk@stat.uni-muenchen.de"),
           person(given = "Christian",
           family = "Scholbeck",
           role = c("aut", "ctb"),
           email = "Christian.Scholbeck@stat.uni-muenchen.de"),
           person(given = "Giuseppe",
           family = "Casalicchio",
           role = c("aut", "ctb"),
           email = "Giuseppe.Casalicchio@stat.uni-muenchen.de"))
Description: We present 'FACT' (Feature Attributions for ClusTering), a
  framework for unsupervised interpretation methods that can be used with an 
  arbitrary clustering algorithm. The package is capable of re-assigning instances to
  clusters (algorithm agnostic), preserves the integrity of the data and does
  not introduce additional models. 'FACT' is inspired by the principles of
  model-agnostic interpretation in supervised learning. Therefore, some of the
  methods presented are based on 'iml', a R Package for Interpretable Machine
  Learning by Christoph Molnar, Giuseppe Casalicchio, and Bernd Bischl (2018)
  <doi:10.21105/joss.00786>.
License: LGPL-3
BugReports: https://github.com/henrifnk/FACT/issues
Imports: checkmate, data.table, ggplot2, gridExtra, R6, iml
Encoding: UTF-8
Suggests: testthat (>= 3.0.0), caret, covr, knitr, mlr3, mlr3cluster,
        rmarkdown, FuzzyDBScan, factoextra, patchwork, spelling
Config/testthat/edition: 3
RoxygenNote: 7.2.3
Language: en-US
NeedsCompilation: no
Packaged: 2024-03-25 10:28:15 UTC; henri_funk
Author: Henri Funk [aut, cre],
  Christian Scholbeck [aut, ctb],
  Giuseppe Casalicchio [aut, ctb]
Maintainer: Henri Funk <Henri.Funk@stat.uni-muenchen.de>
Repository: CRAN
Date/Publication: 2024-03-25 10:50:02 UTC
Built: R 4.2.3; ; 2024-03-25 12:48:04 UTC; unix
