<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Plausible Naive Bayes Classifier Using PDE</dc:title>
  <dc:title>R package PDEnaiveBayes version 0.2.9</dc:title>
  <dc: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 Naive Bayes" (2026),  Machine Learning and Knowledge Extraction (MAKE), &lt;DOI:10.3390/make8010013&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 2.10)</dc:relation>
  <dc:relation>Imports: Rcpp (&gt;= 1.0.8), RcppParallel (&gt;= 5.1.4), pracma, plotly,
utils, grDevices, stats, graphics, methods, ggplot2,
DatabionicSwarm, memshare</dc:relation>
  <dc:relation>LinkingTo: Rcpp, RcppParallel</dc:relation>
  <dc:relation>Suggests: FCPS(&gt;= 1.3.5), ABCanalysis, modeest, deldir, ScatterDensity
(&gt;= 0.1.1), gridExtra, parallelDist, parallel,
DataVisualizations (&gt;= 1.1.5), knitr</dc:relation>
  <dc:creator>Michael Thrun &lt;m.thrun@gmx.net&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Michael Thrun [aut, cph, cre] (ORCID:
    &lt;https://orcid.org/0000-0001-9542-5543&gt;),
  Quirin Stier [aut, rev] (ORCID:
    &lt;https://orcid.org/0000-0002-7896-4737&gt;),
  Tim Robin Neldner [ctr, ctb]</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2026-01-10</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=PDEnaiveBayes</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.PDEnaiveBayes</dc:identifier>
</oai_dc:dc>
