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CASMI (version 2.0.0)

'CASMI'-Based Functions

Description

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.

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Version

Install

install.packages('CASMI')

Monthly Downloads

211

Version

2.0.0

License

GPL-3

Maintainer

Jingyi (Catherine) Shi Developer

Last Published

February 13th, 2025

Functions in CASMI (2.0.0)

CASMI.mineCombination

Discover Factor Combinations based on CASMI
AQI

AQI Index
autoBin.binary

Automatically Dichotomize Quantitative Variables
CASMI.selectFeatures

CASMI Feature Selection