GTbasedIM: Game Theory-Based Influence Measures

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.

Getting started

Package details

AuthorLaura Davila-Pena [aut, cre] (<https://orcid.org/0000-0003-2175-2546>)
MaintainerLaura Davila-Pena <lauradavila.pena@usc.es>
LicenseGPL-2
Version1.0.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("GTbasedIM")

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GTbasedIM documentation built on Oct. 7, 2024, 5:10 p.m.