Other packages > Find by keyword >

pvclass  

P-Values for Classification
View on CRAN: Click here


Download and install pvclass package within the R console
Install from CRAN:
install.packages("pvclass")

Install from Github:
library("remotes")
install_github("cran/pvclass")

Install by package version:
library("remotes")
install_version("pvclass", "1.4")



Attach the package and use:
library("pvclass")
Maintained by
Niki Zumbrunnen
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2010-07-29
Latest Update: 2017-06-05
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.
How to cite:
Niki Zumbrunnen (2010). pvclass: P-Values for Classification. R package version 1.4, https://cran.r-project.org/web/packages/pvclass. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0 (2010-07-29 17:47), 1.1 (2014-06-11 15:11), 1.2 (2014-11-24 08:20), 1.3 (2015-11-03 10:59)
Other packages that cited pvclass R package
View pvclass citation profile
Other R packages that pvclass depends, imports, suggests or enhances
Complete documentation for pvclass
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA