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CASMI: 'CASMI'-Based Functions

Contains Coverage Adjusted Standardized Mutual Information ('CASMI')-based functions. 'CASMI' is a fundamental concept of a series of methods. For more information about 'CASMI' and 'CASMI'-related methods, please refer to the corresponding publications (e.g., a feature selection method, Shi, J., Zhang, J., & Ge, Y. (2019) <doi:10.3390/e21121179>, and a dataset quality measurement method, Shi, J., Zhang, J., & Ge, Y. (2019) <doi:10.1109/ICHI.2019.8904553>) or contact the package author for the latest updates.

Version:2.0.0
Imports:EntropyEstimation,entropy, stats
Suggests:testthat (≥ 3.0.0)
Published:2025-02-13
DOI:10.32614/CRAN.package.CASMI
Author:Jingyi (Catherine) Shi [aut, cre, cph, ctb], Shirli Arndt [aut], Jialin Zhang [ctb]
Maintainer:Jingyi (Catherine) Shi <jshi at math.msstate.edu>
License:GPL-3
NeedsCompilation:no
CRAN checks:CASMI results

Documentation:

Reference manual:CASMI.html ,CASMI.pdf

Downloads:

Package source: CASMI_2.0.0.tar.gz
Windows binaries: r-devel:CASMI_2.0.0.zip, r-release:CASMI_2.0.0.zip, r-oldrel:CASMI_2.0.0.zip
macOS binaries: r-release (arm64):CASMI_2.0.0.tgz, r-oldrel (arm64):CASMI_2.0.0.tgz, r-release (x86_64):CASMI_2.0.0.tgz, r-oldrel (x86_64):CASMI_2.0.0.tgz
Old sources: CASMI archive

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=CASMIto link to this page.


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