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pvclass

P-Values for Classification

v1.4.1 · Apr 30, 2025 · GPL (>= 2)

Description

Computes nonparametric p-values for the potential class memberships of new observations as well as cross-validated p-values for the training data. The p-values are based on permutation tests applied to an estimated Bayesian likelihood ratio, using a plug-in statistic for the Gaussian model, 'k nearest neighbors', 'weighted nearest neighbors' or 'penalized logistic regression'. Additionally, it provides graphical displays and quantitative analyses of the p-values.

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CRAN Check Status

14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

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

Dependency Network

Dependencies Reverse dependencies Matrix pvclass

Version History

new 1.4.1 Mar 10, 2026
updated 1.4.1 ← 1.4 diff Apr 29, 2025
updated 1.4 ← 1.3 diff Jun 4, 2017
updated 1.3 ← 1.2 diff Nov 2, 2015
updated 1.2 ← 1.1 diff Nov 23, 2014
updated 1.1 ← 1.0 diff Jun 10, 2014
new 1.0 Jul 28, 2010