Package: arc
Title: Association Rule Classification
Version: 1.4.2
Date: 2025-04-03
Authors@R: person(given = "Tomas",
                    family = "Kliegr",
                    role = c("aut", "cre"),
                    email = "kliegr@gmail.com")
Maintainer: Tomas Kliegr <kliegr@gmail.com>
Description: Implements the Classification-based on Association Rules
        (CBA) algorithm for association rule classification. The
        package, also described in Hahsler et al. (2019)
        <doi:10.32614/RJ-2019-048>, contains several convenience
        methods that allow to automatically set CBA parameters (minimum
        confidence, minimum support) and it also natively handles
        numeric attributes by integrating a pre-discretization step.
        The rule generation phase is handled by the 'arules' package.
        To further decrease the size of the CBA models produced by the
        'arc' package, postprocessing by the 'qCBA' package is
        suggested.
Copyright: The mdlp2.R script reuses parts of the code from the R
        `discretization` package by HyunJi Kim (GPL license).
Depends: R (>= 3.5.0), arules (>= 1.7-4), R.utils, discretization
License: GPL-3
Encoding: UTF-8
LazyData: true
URL: https://github.com/kliegr/arc
BugReports: https://github.com/kliegr/arc/issues
Imports: Matrix (>= 0.5-0), methods, datasets, utils
Suggests: qCBA
RoxygenNote: 7.3.2
Repository: https://kliegr.r-universe.dev
Date/Publication: 2025-04-08 11:05:31 UTC
RemoteUrl: https://github.com/kliegr/arc
RemoteRef: HEAD
RemoteSha: 02b904742dd80a576e677f9ce8c92a2c7374341a
NeedsCompilation: no
Packaged: 2026-07-05 07:02:47 UTC; root
Author: Tomas Kliegr [aut, cre]