{ "_id": "6a102c64acfb0bcc41c93394", "Package": "iBreakDown", "Title": "Model Agnostic Instance Level Variable Attributions", "Version": "2.1.2", "Authors@R": "c(person(\"Przemyslaw\", \"Biecek\", email = \"przemyslaw.biecek@gmail.com\", role = c(\"aut\", \"cre\"), \ncomment = c(ORCID = \"0000-0001-8423-1823\")),\nperson(\"Alicja\", \"Gosiewska\", role = \"aut\",\ncomment = c(ORCID = \"0000-0001-6563-5742\")),\nperson(\"Hubert\", \"Baniecki\", role = \"aut\",\ncomment = c(ORCID = \"0000-0001-6661-5364\")),\nperson(\"Adam\", \"Izdebski\", role = \"aut\"),\nperson(\"Dariusz\", \"Komosinski\", role = \"ctb\"))", "Description": "Model agnostic tool for decomposition of predictions from\nblack boxes. Supports additive attributions and attributions\nwith interactions. The Break Down Table shows contributions of\nevery variable to a final prediction. The Break Down Plot\npresents variable contributions in a concise graphical way.\nThis package works for classification and regression models. It\nis an extension of the 'breakDown' package (Staniak and Biecek\n2018) , with new and faster\nstrategies for orderings. It supports interactions in\nexplanations and has interactive visuals (implemented with\n'D3.js' library). The methodology behind is described in the\n'iBreakDown' article (Gosiewska and Biecek 2019)\n This package is a part of the 'DrWhy.AI'\nuniverse (Biecek 2018) .", "License": "GPL-3", "Encoding": "UTF-8", "RoxygenNote": "7.2.2", "VignetteBuilder": "knitr", "URL": "https://ModelOriented.github.io/iBreakDown/,\nhttps://github.com/ModelOriented/iBreakDown", "BugReports": "https://github.com/ModelOriented/iBreakDown/issues", "Repository": "https://modeloriented.r-universe.dev", "Date/Publication": "2023-11-30 22:28:10 UTC", "RemoteUrl": "https://github.com/modeloriented/ibreakdown", "RemoteRef": "HEAD", "RemoteSha": "d4f6289f9d9358a097b52918955ce55bd855a0c8", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-13 06:13:56 UTC", "User": "root" }, "Author": "Przemyslaw Biecek [aut, cre] (ORCID:\n),\nAlicja Gosiewska [aut] (ORCID: ),\nHubert Baniecki [aut] (ORCID: ),\nAdam Izdebski [aut],\nDariusz Komosinski [ctb]", "Maintainer": "Przemyslaw Biecek ", "MD5sum": 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