naivebayes

High Performance Implementation of the Naive Bayes Algorithm

v1.0.0 · Mar 16, 2024 · GPL-2

Description

In this implementation of the Naive Bayes classifier following class conditional distributions are available: 'Bernoulli', 'Categorical', 'Gaussian', 'Poisson', 'Multinomial' and non-parametric representation of the class conditional density estimated via Kernel Density Estimation. Implemented classifiers handle missing data and can take advantage of sparse data.

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CRAN Check Status

14 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	52.7s
r-devel-linux-x86_64-debian-gcc	OK	39.7s
r-devel-linux-x86_64-fedora-clang	OK	84.6s
r-devel-linux-x86_64-fedora-gcc	OK	119.1s
r-devel-macos-arm64	OK	30s
r-devel-windows-x86_64	OK	89s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	164s
r-oldrel-windows-x86_64	OK	96s
r-patched-linux-x86_64	OK	50.4s
r-release-linux-x86_64	OK	47.3s
r-release-macos-arm64	OK
r-release-macos-x86_64	OK	154s
r-release-windows-x86_64	OK	85s

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (12)

imports

AnimalSequences MLFS ModTools nproc promor quickSentiment

suggests

FRESA.CAD StatMatch caretSDM discrim ml quanteda.textmodels

Dependency Network

Version History

new 1.0.0 Mar 10, 2026

updated 1.0.0 ← 0.9.7 diff Mar 15, 2024

updated 0.9.7 ← 0.9.6 diff Mar 7, 2020

updated 0.9.6 ← 0.9.5 diff Jun 2, 2019

updated 0.9.5 ← 0.9.4 diff Mar 16, 2019

updated 0.9.4 ← 0.9.3 diff Mar 9, 2019

updated 0.9.3 ← 0.9.2 diff Jan 6, 2019

updated 0.9.2 ← 0.9.1 diff Jan 2, 2018

updated 0.9.1 ← 0.9.0 diff Jan 14, 2017

new 0.9.0 Jan 4, 2017