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.

Getting started

Package details

AuthorJingyi (Catherine) Shi [aut, cre, cph, ctb], Shirli Arndt [aut], Jialin Zhang [ctb]
MaintainerJingyi (Catherine) Shi <jshi@math.msstate.edu>
LicenseGPL-3
Version2.0.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("CASMI")

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CASMI documentation built on April 3, 2025, 10:56 p.m.