{ "_id": "6a141214acfb0bcc41d3b890", "Package": "treeshap", "Title": "Compute SHAP Values for Your Tree-Based Models Using the\n'TreeSHAP' Algorithm", "Version": "0.4.0", "Authors@R": "c(\nperson(\"Michael\", \"Mayer\", , \"mayermichael79@gmail.com\", role = c(\"aut\", \"cre\")),\nperson(\"Konrad\", \"Komisarczyk\", email = \"komisarczykkonrad@gmail.com\", role = \"aut\"),\nperson(\"Pawel\", \"Kozminski\", email = \"pkozminski99@gmail.com\", role = \"aut\"),\nperson(\"Szymon\", \"Maksymiuk\", role = \"aut\", comment = c(ORCID = \"0000-0002-3120-1601\")),\nperson(\"Lorenz A.\", \"Kapsner\", role = \"ctb\", comment = c(ORCID = \"0000-0003-1866-860X\")),\nperson(\"Mikolaj\", \"Spytek\", role = \"ctb\", comment = c(ORCID = \"0000-0001-7111-2286\")),\nperson(\"Mateusz\", \"Krzyzinski\", email = \"krzyzinskimateusz23@gmail.com\", role = \"ctb\", comment = c(ORCID = \"0000-0001-6143-488X\")),\nperson(\"Przemyslaw\", \"Biecek\", email = \"przemyslaw.biecek@gmail.com\", role = c(\"aut\", \"cph\"), comment = c(ORCID = \"0000-0001-8423-1823\"))\n)", "Description": "An efficient implementation of the 'TreeSHAP' algorithm\nintroduced by Lundberg et al., (2020)\n. It is capable of calculating\nSHAP (SHapley Additive exPlanations) values for tree-based\nmodels in polynomial time. Currently supported models include\n'gbm', 'randomForest', 'ranger', 'xgboost', 'lightgbm'.", "License": "GPL-3", "URL": "https://modeloriented.github.io/treeshap/,\nhttps://github.com/ModelOriented/treeshap", "BugReports": "https://github.com/ModelOriented/treeshap/issues", "Encoding": "UTF-8", "LazyData": "true", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "Repository": "https://modeloriented.r-universe.dev", "Date/Publication": "2026-04-24 09:54:52 UTC", "RemoteUrl": "https://github.com/modeloriented/treeshap", "RemoteRef": "HEAD", "RemoteSha": "09be1a095bea26f0efe26d4d3d706a9bb3238e14", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-05-25 08:59:56 UTC", "User": "root" }, "Author": "Michael Mayer [aut, cre],\nKonrad Komisarczyk [aut],\nPawel Kozminski [aut],\nSzymon Maksymiuk [aut] (ORCID: ),\nLorenz A. 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