Package: PDEnaiveBayes
Type: Package
Title: Plausible Naive Bayes Classifier Using PDE
Version: 0.2.8
Date: 2025-11-12
Authors@R: c(person("Michael", "Thrun",role=c("aut","cph","cre"),email= "m.thrun@gmx.net", comment = c(ORCID = "0000-0001-9542-5543")),person("Quirin", "Stier", email= "Quirin_Stier@gmx.de",role=c("aut","rev"), comment = c(ORCID = "0000-0002-7896-4737")),person("Tim Robin", "Neldner",role=c("ctr","ctb")))
Maintainer: Michael Thrun <m.thrun@gmx.net>
Description: A nonparametric, multicore-capable plausible naive Bayes classifier based on the Pareto density estimation (PDE) featuring a plausible approach to a pitfall in the Bayesian theorem covering low evidence cases. Stier, Q., Hoffmann, J., and Thrun, M.C.: "Classifying with the Fine Structure of Distributions: Leveraging Distributional Information for Robust and Plausible Naïve Bayes" (2025).
LazyLoad: yes
LazyData: TRUE
NeedsCompilation: yes
Imports: Rcpp (>= 1.0.8), RcppParallel (>= 5.1.4), pracma, plotly,
        utils, grDevices, stats, graphics, methods, ggplot2,
        DatabionicSwarm, memshare
Suggests: FCPS(>= 1.3.5), ABCanalysis, modeest, deldir, ScatterDensity
        (>= 0.1.1), gridExtra, parallelDist, parallel,
        DataVisualizations (>= 1.1.5)
LinkingTo: Rcpp, RcppParallel
Depends: R (>= 2.10)
License: GPL-3
Encoding: UTF-8
BugReports: https://github.com/Mthrun/PDEbayes/issues
Packaged: 2025-11-12 07:13:52 UTC; mct
Author: Michael Thrun [aut, cph, cre] (ORCID:
    <https://orcid.org/0000-0001-9542-5543>),
  Quirin Stier [aut, rev] (ORCID:
    <https://orcid.org/0000-0002-7896-4737>),
  Tim Robin Neldner [ctr, ctb]
Repository: CRAN
Date/Publication: 2025-11-17 09:10:07 UTC
Built: R 4.4.1; x86_64-apple-darwin20; 2025-11-17 10:18:29 UTC; unix
Archs: PDEnaiveBayes.so.dSYM
