{ "_id": "6a12a060acfb0bcc41d10794", "Package": "XAItest", "Title": "XAItest: Enhancing Feature Discovery with eXplainable AI", "Version": "1.5.0", "Authors@R": "c(\nperson(\"Ghislain\", \"FIEVET\", , \"ghislain.fievet@gmail.com\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-0337-7327\")),\nperson(\"Sébastien\", \"HERGALANT\", role = \"aut\",\nemail=\"sebastien.hergalant@inserm.fr\", comment=c(ORCID = \"0000-0001-8456-7992\")))", "Description": "XAItest is an R Package that identifies features using\neXplainable AI (XAI) methods such as SHAP or LIME. This package\nallows users to compare these methods with traditional\nstatistical tests like t-tests, empirical Bayes, and Fisher's\ntest. Additionally, it includes simThresh, a system that\nenables the comparison of feature importance with p-values by\nincorporating calibrated simulated data.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "biocViews": "Software, StatisticalMethod, FeatureExtraction,\nClassification, Regression", "VignetteBuilder": "knitr", "URL": "https://github.com/GhislainFievet/XAItest", "BugReports": "https://github.com/GhislainFievet/XAItest/issues", "Config/pak/sysreqs": "cmake make libicu-dev libuv1-dev zlib1g-dev", "Repository": "https://bioc.r-universe.dev", "Date/Publication": "2026-04-28 13:04:39 UTC", "RemoteUrl": "https://github.com/bioc/XAItest", "RemoteRef": "HEAD", "RemoteSha": "849972d05d49c678fdfbd58154a52a61933ce76a", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-24 06:45:48 UTC", "User": "root" }, "Author": "Ghislain FIEVET [aut, cre] (ORCID:\n),\nSébastien HERGALANT [aut] (ORCID:\n)", "Maintainer": 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