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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", "11.0.0")



Attach the package and use:
library("praznik")
Maintained by
Miron B. Kursa
[Scholar Profile | Author Map]
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 11.0.0, https://cran.r-project.org/web/packages/praznik. Accessed 01 Apr. 2025.
Previous versions and publish date:
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)
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
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