Package: nuggets
Title: Extensible Data Pattern Searching Framework
Version: 1.0.2
Date: 2024-01-08
Authors@R: 
    person(given = "Michal",
           family = "Burda",
           role = c("aut", "cre"),
           email = "michal.burda@osu.cz",
           comment = c(ORCID = "0000-0002-4182-4407"))
Maintainer: Michal Burda <michal.burda@osu.cz>
Description: Extensible framework for
    subgroup discovery (Atzmueller (2015) <doi:10.1002/widm.1144>),
    contrast patterns (Chen (2022) <doi:10.48550/arXiv.2209.13556>),
    emerging patterns (Dong (1999) <doi:10.1145/312129.312191>) and
    association rules (Agrawal (1994) <https://www.vldb.org/conf/1994/P487.PDF>).
    Both crisp (binary) and fuzzy data are supported.
    It generates conditions in the form of elementary conjunctions, evaluates
    them on a dataset and checks the induced sub-data for interesting statistical
    properties. Currently, the package searches for implicative association rules
    and conditional correlations (Hájek (1978) <doi:10.1007/978-3-642-66943-9>).
    A user-defined function may be defined to evaluate on each generated
    condition to search for custom patterns.
License: GPL (>= 3)
Encoding: UTF-8
RoxygenNote: 7.2.3
Language: en-US
Imports: cli, methods, Rcpp, rlang, stats, tibble, tidyr, tidyselect
LinkingTo: Rcpp, testthat
SystemRequirements: C++17
Suggests: testthat (>= 3.0.0), xml2
Config/testthat/edition: 3
NeedsCompilation: yes
Packaged: 2024-01-08 09:56:12 UTC; michal
Author: Michal Burda [aut, cre] (<https://orcid.org/0000-0002-4182-4407>)
Repository: CRAN
Date/Publication: 2024-01-09 15:10:02 UTC
Built: R 4.3.0; x86_64-apple-darwin20; 2024-01-10 04:11:58 UTC; unix
Archs: nuggets.so.dSYM
