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GTbasedIM  

Game Theory-Based Influence Measures
View on CRAN: Click here


Download and install GTbasedIM package within the R console
Install from CRAN:
install.packages("GTbasedIM")

Install from Github:
library("remotes")
install_github("cran/GTbasedIM")

Install by package version:
library("remotes")
install_version("GTbasedIM", "1.0.0")



Attach the package and use:
library("GTbasedIM")
Maintained by
Laura Davila-Pena
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-10-07
Latest Update: 2024-10-07
Description:
Understanding how features influence a specific response variable becomes crucial in classification problems, with applications ranging from medical diagnosis to customer behavior analysis. This packages provides tools to compute such an influence measure grounded on game theory concepts. In particular, the influence measures presented in Davila-Pena, Saavedra-Nieves, and Casas-Méndez (2024) <doi:10.48550/arXiv.2408.02481> can be obtained.
How to cite:
Laura Davila-Pena (2024). GTbasedIM: Game Theory-Based Influence Measures. R package version 1.0.0, https://cran.r-project.org/web/packages/GTbasedIM. Accessed 07 Nov. 2024.
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