Package: praznik
Type: Package
Title: Tools for Information-Based Feature Selection and Scoring
Version: 12.0.1
Depends: R (>= 4.5.0)
Authors@R: c(
  person(
   c("Miron","B."),"Kursa",
   role=c("aut","cre"),
   email="m@mbq.me",
   comment=c(ORCID="0000-0001-7672-648X")
  )
 )
License: GPL-3
Description: A toolbox of fast, native and parallel implementations of
        various information-based importance criteria estimators and
        feature selection filters based on them, inspired by the
        overview by Brown, Pocock, Zhao and Lujan (2012)
        <https://www.jmlr.org/papers/v13/brown12a.html>. Contains,
        among other, minimum redundancy maximal relevancy ('mRMR')
        method by Peng, Long and Ding (2005)
        <doi:10.1109/TPAMI.2005.159>; joint mutual information ('JMI')
        method by Yang and Moody (1999)
        <https://papers.nips.cc/paper/1779-data-visualization-and-feature-selection-new-algorithms-for-nongaussian-data>;
        double input symmetrical relevance ('DISR') method by Meyer and
        Bontempi (2006) <doi:10.1007/11732242_9> as well as joint
        mutual information maximisation ('JMIM') method by Bennasar,
        Hicks and Setchi (2015) <doi:10.1016/j.eswa.2015.07.007>.
BugReports: https://gitlab.com/mbq/praznik/-/issues
URL: https://gitlab.com/mbq/praznik
Encoding: UTF-8
RoxygenNote: 7.2.1
Repository: https://mbq.r-universe.dev
Date/Publication: 2025-11-11 12:40:48 UTC
RemoteUrl: https://gitlab.com/mbq/praznik
RemoteRef: HEAD
RemoteSha: d66e184499b92dcd71329c557239c9d9f7c48059
NeedsCompilation: yes
Packaged: 2026-06-10 07:18:30 UTC; root
Author: Miron B. Kursa [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-7672-648X>)
Maintainer: Miron B. Kursa <m@mbq.me>