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 05 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:43), 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)
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

noisyr  
Noise Quantification in High Throughput Sequencing Output
Quantifies and removes technical noise from high-throughput sequencing data. Two approaches are use ...
Download / Learn more Package Citations See dependency  
dcov  
A Fast Implementation of Distance Covariance
Efficient methods for computing distance covariance and relevant statistics. See Sz ...
Download / Learn more Package Citations See dependency  
kernelPSI  
Post-Selection Inference for Nonlinear Variable Selection
Different post-selection inference strategies for kernelselection as described in kernelPSI a Post-S ...
Download / Learn more Package Citations See dependency  
dhReg  
Dynamic Harmonic Regression
Building and forecasting time series data with multiple seasonality using Dynamic Harmonic Regressio ...
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  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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