PDEnaiveBayes

Plausible Naive Bayes Classifier Using PDE

CRAN Package

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).

  • Version0.2.8
  • R versionR (≥ 2.10)
  • LicenseGPL-3
  • Needs compilation?Yes
  • Last release11/17/2025

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