Package: PDEnaiveBayes
Type: Package
Title: Plausible Naive Bayes Classifier Using PDE
Version: 0.3.0
Date: 2026-06-21
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),
        supporting memory sharing within multicore computations and
        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 Naive Bayes" (2026), Machine Learning and
        Knowledge Extraction (MAKE), <DOI:10.3390/make8010013>.
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), knitr
VignetteBuilder: knitr
LinkingTo: Rcpp, RcppParallel
Depends: R (>= 2.10)
License: GPL-3
Encoding: UTF-8
BugReports: https://github.com/Mthrun/PDEbayes/issues
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev libssl-dev
Repository: https://mthrun.r-universe.dev
Date/Publication: 2026-06-21 14:23:10 UTC
RemoteUrl: https://github.com/mthrun/pdebayes
RemoteRef: HEAD
RemoteSha: 0263d5013f9d4c614b6829885852be8060b9db67
Packaged: 2026-06-21 15:36:33 UTC; root
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]