'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) , and a dataset quality measurement method, Shi, J., Zhang, J., & Ge, Y. (2019) ) or contact the package author for the latest updates.


Reference manual

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install.packages("CASMI")

2.0.0 by Jingyi (Catherine) Shi, 2 years ago


Browse source code at https://github.com/cran/CASMI


Authors: Jingyi (Catherine) Shi [aut, cre, cph, ctb] , Shirli Arndt [aut] , Jialin Zhang [ctb]


Documentation:   PDF Manual  


GPL-3 license


Imports EntropyEstimation, entropy, stats

Suggests testthat


See at CRAN