praznik (7.0.0)

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Tools for Information-Based Feature Selection.

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) .

Maintainer: Miron B. Kursa
Author(s): Miron B. Kursa [aut, cre] (<>)

License: GPL-3

Uses: testthat
Reverse suggests: mlr, mlr3filters, mlrCPO, mosmafs

Released 4 months ago.

7 previous versions



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