Package: praznik
Type: Package
Title: Collection of Information-Based Feature Selection Filters
Version: 1.0.0
Depends: R (>= 2.10)
Author: Miron B. Kursa
Maintainer: Miron B. Kursa <M.Kursa@icm.edu.pl>
License: GPL-3
Description: 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) <http://www.jmlr.org/papers/v13/brown12a.html>.
 Implements, among other, minimum redundancy maximal relevancy ('mRMR') method by Peng, Long and Ding (2005) <doi:10.1109/TPAMI.2005.159>; joint mutual information ('JMI') method by Yang and Moody (1999) <http://papers.nips.cc/paper/1779-data-visualization-and-feature-selection-new-algorithms-for-nongaussian-data>; double input symmetrical relevance ('DISR') method by Meyer and Bontempi  (2006) <doi:10.1007/11732242_9> as well as joint mutual information maximisation ('JMIM') method by Bennasar, Hicks and Setchi (2015) <doi:10.1016/j.eswa.2015.07.007>.
BugReports: https://github.com/mbq/praznik/issues
URL: https://github.com/mbq/praznik
RoxygenNote: 6.0.1
Suggests: testthat
NeedsCompilation: yes
Packaged: 2017-11-18 02:00:58 UTC; mbq
Repository: CRAN
Date/Publication: 2017-11-20 09:47:46 UTC
