Package: GTbasedIM 1.0.0

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.

Authors:Laura Davila-Pena [aut, cre]

GTbasedIM_1.0.0.tar.gz
GTbasedIM_1.0.0.zip(r-4.7-any)GTbasedIM_1.0.0.zip(r-4.6-any)GTbasedIM_1.0.0.zip(r-4.5-any)
GTbasedIM_1.0.0.tgz(r-4.6-any)GTbasedIM_1.0.0.tgz(r-4.5-any)
GTbasedIM_1.0.0.tar.gz(r-4.7-any)GTbasedIM_1.0.0.tar.gz(r-4.6-any)
GTbasedIM_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
GTbasedIM/json (API)

# Install 'GTbasedIM' in R:
install.packages('GTbasedIM', repos = c('https://lauradavilapena.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • openjdk– OpenJDK Java runtime, using Hotspot JIT
Datasets:

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

openjdk

1.00 score 243 downloads 5 exports 13 dependencies

Last updated from:81e924f87c. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK148
source / vignettesOK207
linux-releaseOK115
macos-releaseOK133
macos-oldrelOK171
windows-develOK81
windows-releaseOK84
windows-oldrelOK87
wasm-releaseOK136

Exports:checkingIM_depIM_nodepMellpredictions

Dependencies:abindCoopGamegeometrygtoolslinproglpSolvemagicrcddRcppRcppProgressrJavaRWekaRWekajars