mbq/praznik: Collection of Information-Based Feature Selection Filters
Version 3.0.0

A collection of feature selection filters performing greedy optimisation of mutual information-based usefulness criteria, inspired by the overview by Brown, Pocock, Zhao and Lujan (2012) . Implements, 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) .

Getting started

Package details

AuthorMiron B. Kursa
Date of publication2018-01-08 19:20:46 UTC
MaintainerMiron B. Kursa <[email protected]>
LicenseGPL-3
Version3.0.0
URL https://github.com/mbq/praznik
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("mbq/praznik")
mbq/praznik documentation built on Jan. 11, 2018, 4:09 a.m.