Package: qCBA
Title: Postprocessing of Rule Classification Models Learnt on Quantized
        Data
Version: 1.0.2
Date: 2025-04-03
Maintainer: Tomáš Kliegr <kliegr@gmail.com>
Description: Implements the Quantitative Classification-based on
        Association Rules (QCBA) algorithm
        (<doi:10.1007/s10489-022-04370-x>). QCBA postprocesses rule
        classification models making them typically smaller and in some
        cases more accurate. Supported are 'CBA' implementations from
        'rCBA', 'arulesCBA' and 'arc' packages, and 'CPAR', 'CMAR',
        'FOIL2' and 'PRM' implementations from 'arulesCBA' package and
        'SBRL' implementation from the 'sbrl' package. The result of
        the post-processing is an ordered CBA-like rule list.
Authors@R: person(given = "Tomáš",
                    family = "Kliegr",
                    role = c("aut", "cre"),
                    email = "kliegr@gmail.com")
Depends: R (>= 2.7.0), arules (>= 1.7-4), rJava (>= 0.5-0), arulesCBA
        (>= 1.2.5), arc (>= 1.3), methods
Suggests: rCBA (>= 0.3.0), sbrl (>= 1.4.0)
SystemRequirements: Java (>= 8)
URL: https://github.com/kliegr/QCBA
BugReports: https://github.com/kliegr/QCBA/issues
License: GPL-3
RoxygenNote: 7.3.2
Encoding: UTF-8
Config/pak/sysreqs: make default-jdk
Repository: https://kliegr.r-universe.dev
Date/Publication: 2025-04-08 11:20:11 UTC
RemoteUrl: https://github.com/kliegr/qcba
RemoteRef: HEAD
RemoteSha: 1fc51b68af8dd8b6efbf9de9dbedbd2373337080
NeedsCompilation: no
Packaged: 2026-07-04 18:58:28 UTC; root
Author: Tomáš Kliegr [aut, cre]