Other packages > Find by keyword >

praznik  

Tools for Information-Based Feature Selection and Scoring
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("praznik", "12.0.0")



Attach the package and use:
library("praznik")
Maintained by
Miron B. Kursa
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-11-20
Latest Update: 2022-05-20
Description:
A toolbox of fast, native and parallel implementations of various information-based importance criteria estimators and feature selection filters based on them, inspired by the overview by Brown, Pocock, Zhao and Lujan (2012) . Contains, among other, minimum redundancy maximal relevancy ('mRMR') method by Peng, Long and Ding (2005) ; joint mutual information ('JMI') method by Yang and Moody (1999) ; double input symmetrical relevance ('DISR') method by Meyer and Bontempi (2006) as well as joint mutual information maximisation ('JMIM') method by Bennasar, Hicks and Setchi (2015) .
How to cite:
Miron B. Kursa (2017). praznik: Tools for Information-Based Feature Selection and Scoring. R package version 12.0.0, https://cran.r-project.org/web/packages/praznik. Accessed 15 Sep. 2026.
Previous versions and publish date:
(2026-08-20 10:42), 1.0.0 (2017-11-20 10:47), 2.0.0 (2017-12-21 20:25), 3.0.0 (2018-01-08 20:20), 4.0.0 (2018-03-06 13:40), 4.1.0 (2018-03-06 23:49), 5.0.0 (2018-05-08 17:43), 6.0.0 (2019-06-21 18:50), 7.0.0 (2019-10-01 20:50), 8.0.0 (2020-02-29 15:50), 9.0.0 (2021-09-21 07:00), 10.0.0 (2021-11-09 20:40), 11.0.0 (2022-05-20 17:30), 12.0.0 (2025-11-11 07:10)
Other packages that cited praznik R package
View praznik citation profile
Other R packages that praznik depends, imports, suggests or enhances
Complete documentation for praznik
Functions, R codes and Examples using the praznik R package
Some associated functions: CMI . CMIM . DISR . JIM . JMI . JMI3 . JMIM . MIM . MRMR . MadelonD . NJMIM . cmiMatrix . cmiScores . dnmiMatrix . hScores . icmiMatrix . impScores . jhScores . jmiMatrix . jmiScores . joinf . kInverse . kTransform . maxCmiScores . maxJmiScores . miMatrix . miScores . minCmiScores . minMaxCmiScores . njmiMatrix . njmiScores . nmiMatrix . praznik-package . triScores . 
Some associated R codes: algorithms.R . praznik.R . pure.R . scorers.R . tools.R . transforms.R .  Full praznik package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

AFR  
Toolkit for Regression Analysis of Kazakhstan Banking Sector Data
Tool is created for regression, prediction and forecast analysis of macroeconomic and credit data. ...
Download / Learn more Package Citations See dependency  
functClust  
Functional Clustering of Redundant Components of a System
Cluster together the components that make up an interactivesystem on the basis of their functional r ...
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  
RXshrink  
Maximum Likelihood Shrinkage using Generalized Ridge or Least Angle Regression
Functions are provided to calculate and display ridge TRACE Diagnostics for a variety of alternativ ...
Download / Learn more Package Citations See dependency  
SiER  
Signal Extraction Approach for Sparse Multivariate Response Regression
Methods for regression with high-dimensional predictors andunivariate or maltivariate response varia ...
Download / Learn more Package Citations See dependency  
CTTinShiny  
Shiny Interface for the CTT Package
A Shiny interface developed in close coordination with the CTT package, providing a GUI that guides ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

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