{ "_id": "6ad48b0a8b78ae42bccc561c", "Package": "rankimp", "Title": "Consensus Ranking of Variable Importance with Uncertainty", "Version": "1.0.0", "Authors@R": "person(given = \"Agostino\",\nfamily = \"Gnasso\",\nrole = c(\"aut\", \"cre\", \"cph\"),\nemail = \"agostino.gnasso@unina.it\",\ncomment = c(ORCID = \"0000-0002-8046-3923\"))", "Description": "Variable importance rankings depend on the method, the\nrandom seed and the resample used to compute them. This package\ntreats every source of importance as a judge expressing a\nranking over the predictors, and synthesises those rankings\ninto a Kemeny median ranking with ties. Uncertainty about the\nconsensus is quantified through bootstrap rank confidence sets,\ntop-k probabilities and clustering of disagreeing judges.", "License": "MIT + file LICENSE", "URL": "https://github.com/agostinognasso/rankimp", "BugReports": "https://github.com/agostinognasso/rankimp/issues", "VignetteBuilder": "knitr", "LazyData": "true", "Config/testthat/edition": "3", "Encoding": "UTF-8", "Language": "en-GB", "Roxygen": "list(markdown = TRUE)", "Config/roxygen2/version": "8.1.0", "Config/pak/sysreqs": "libicu-dev libxml2-dev", "Repository": "https://agostinognasso.r-universe.dev", "Date/Publication": "2026-09-09 09:31:33 UTC", "RemoteUrl": "https://github.com/agostinognasso/rankimp", "RemoteRef": "HEAD", "RemoteSha": "5f77f2a4a9f33fabd29e24fc07fc0365cbf5469a", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-18 08:56:58 UTC", "User": "root" }, "Author": "Agostino Gnasso [aut, cre, cph] (ORCID:\n)", "Maintainer": "Agostino Gnasso ", "_user": "agostinognasso", "_type": "src", "_file": "rankimp_1.0.0.tar.gz", "_fileid": "https://r2.ropensci.org/c57c87f21de78ed019625c3e3d406b225317d018ea75df2eea6c4c8b0f1b1e23", "_filesize": 687308, "_sha256": "c57c87f21de78ed019625c3e3d406b225317d018ea75df2eea6c4c8b0f1b1e23", "_expires": "2027-01-26T09:02:00.000Z", "_created": "2026-10-18T08:56:58.000Z", "_published": "2026-10-18T09:02:02.675Z", "_buildurl": "https://github.com/r-universe/agostinognasso/actions/runs/39113155482", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 117634234032, "time": 228, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12131841167" }, { "job": 117634234189, "time": 145, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12131067460" }, { "job": 117634234078, "time": 256, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "12131856187" }, { "job": 117634234038, "time": 213, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12131631610" }, { "job": 117633429184, "time": 249, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "12131312544" }, { "job": 117634234057, "time": 124, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "12131870369" }, { "job": 117634234131, "time": 144, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12131148372" }, { "job": 117634234170, "time": 142, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "12130923147" }, { "job": 117634234072, "time": 152, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12131905788" } ], "_upstream": "https://github.com/agostinognasso/rankimp", "_commit": { "id": "5f77f2a4a9f33fabd29e24fc07fc0365cbf5469a", "author": "Agostino Gnasso ", "committer": "Agostino Gnasso ", "message": "Record the win-builder result, and quote the word the check actually flagged\n", "time": 1788946293 }, "_maintainer": { "name": "Agostino Gnasso", "email": "agostino.gnasso@unina.it", "login": "agostinognasso", "description": "Postdoc in Statistics @UniFedericoII. Focusing on statistics, explainable machine learning (XAI), and tree-based ensemble methods.", "uuid": 115216742, "orcid": "0000-0002-8046-3923" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5", "role": "Depends" }, { "package": "ConsRank", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "cluster", "role": "Suggests" }, { "package": "covr", "role": "Suggests" }, { "package": "kernelshap", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "randomForest", "role": "Suggests" }, { "package": "ranger", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "rsample", "role": "Suggests" }, { "package": "stabm", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.1.7", "role": "Suggests" } ], "_owner": "agostinognasso", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-28", "n": 5 }, { "week": "2026-36", "n": 14 }, { "week": "2026-37", "n": 12 } ], "_tags": [ { "name": "v1.0.0", "date": "2026-09-08" } ], "_stars": 0, "_contributors": [ { "user": "agostinognasso", "count": 31, "uuid": 115216742 } ], "_userbio": { "uuid": 115216742, "type": "user", "name": "Agostino Gnasso", "followers": 1, "description": "Postdoc in Statistics @UniFedericoII. 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