bioc-issue-bot
commented
3 months ago Hi @GhislainFievet
Thanks for submitting your package. We are taking a quick look at it and you will hear back from us soon.
The DESCRIPTION file for this package is:
Package: XAItest
Title: XAItest: Enhancing Feature Discovery with eXplainable AI
Version: 0.99.0
Authors@R: c(
person("Ghislain", "FIEVET", , "ghislain.fievet@gmail.com", role = c("aut", "cre"),
comment = c(ORCID = "0000-0002-0337-7327")),
person("Sébastien", "HERGALANT", role = "aut",
email="sebastien.hergalant@inserm.fr", comment=c(ORCID = "0000-0001-8456-7992")))
Description:
XAItest is an R Package that identifies features using explainable AI
methods such as SHAP or LIME. This package allows users to compare
these methods with traditional statistical tests like t-tests, empirical
Bayes, and Fisher's test. Additionally, it includes a system that enables
the comparison of feature importance with p-values by incorporating
calibrated simulated data.
License: MIT + file LICENSE
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.3
biocViews: Software, StatisticalMethod, FeatureExtraction, Classification, Regression
Suggests: knitr, ggplot2, ggforce, shapr
Imports: limma, randomForest, kernelshap, caret, lime, DT, methods
VignetteBuilder: knitr
Author: Prénom Nom [aut, cre] (<adresse_email@exemple.com>)
Maintainer: Prénom Nom <adresse_email@exemple.com>
lshep
GhislainFievet
LiNk-NY
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