{ "_id": "6a1037c5acfb0bcc41c9a87f", "Package": "bagged.outliertrees", "Maintainer": "Rafael Santos ", "Title": "Robust Explainable Outlier Detection Based on OutlierTree", "Version": "1.0.0", "Authors@R": "person(given = \"Rafael\",\nfamily = \"Santos\",\nrole = c(\"aut\", \"cre\"),\nemail = \"rafael.jpsantos@outlook.com\")", "Description": "Bagged OutlierTrees is an explainable unsupervised outlier\ndetection method based on an ensemble implementation of the\nexisting OutlierTree procedure (Cortes, 2020). This\nimplementation takes advantage of bootstrap aggregating\n(bagging) to improve robustness by reducing the possible\nmasking effect and subsequent high variance (similarly to\nIsolation Forest), hence the name \"Bagged OutlierTrees\". To\nlearn more about the base procedure OutlierTree (Cortes, 2020),\nplease refer to .", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "LazyData": "true", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.1.1", "URL": "https://github.com/RafaJPSantos/bagged.outliertrees", "BugReports": "https://github.com/RafaJPSantos/bagged.outliertrees/issues", "Config/pak/sysreqs": "libxml2-dev", "Repository": "https://rafajpsantos.r-universe.dev", "Date/Publication": "2021-07-10 14:07:01 UTC", "RemoteUrl": "https://github.com/rafajpsantos/bagged.outliertrees", "RemoteRef": "HEAD", "RemoteSha": "fe0eedf10c646907aa915769ebd0aa3eebfc81fe", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-12 06:12:58 UTC", "User": "root" }, "Author": "Rafael Santos [aut, cre]", "MD5sum": "985b4e03683d320b912a50f506294ec6", "_user": "rafajpsantos", "_type": "src", "_file": "bagged.outliertrees_1.0.0.tar.gz", "_fileid": "be6ba3b2360d7f4ef41c1482f56769a0f68eb69264b56823d1a9c322731fd77b", "_filesize": 151332, "_sha256": "be6ba3b2360d7f4ef41c1482f56769a0f68eb69264b56823d1a9c322731fd77b", "_created": "2026-05-12T06:12:58.000Z", "_published": "2026-05-22T11:02:29.067Z", "_distro": "noble", "_jobs": [ { "job": 77366671505, "time": 128, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "6936992912" }, { "job": 77366671791, "time": 132, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "6936995405" }, { "job": 77366671613, "time": 173, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "6937019315" }, { "job": 77366671450, "time": 208, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "6937018453" }, { "job": 77366670549, "time": 183, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "6936961568" }, { "job": 77366670640, "time": 113, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7158930692" }, { "job": 77366671132, "time": 96, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "6936986093" }, { "job": 77366671770, "time": 73, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "6936980019" }, { "job": 77366671774, "time": 108, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "6936988088" } ], "_buildurl": "https://github.com/r-universe/rafajpsantos/actions/runs/25716836787", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/rafajpsantos/bagged.outliertrees", "_commit": { "id": "fe0eedf10c646907aa915769ebd0aa3eebfc81fe", "author": "Rafael Santos ", "committer": "Rafael Santos ", "message": "Updating README\n\n", "time": 1625926021 }, "_maintainer": { "name": "Rafael Santos", "email": "rafael.jpsantos@outlook.com" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "outliertree", "role": "Imports" }, { "package": "dplyr", "role": "Imports" }, { "package": "doSNOW", "role": "Imports" }, { "package": "parallel", "role": "Imports" }, { "package": "foreach", "role": "Imports" }, { "package": "rlist", "role": "Imports" }, { "package": "data.table", "role": "Imports" } ], "_owner": "rafajpsantos", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 6, "_contributors": [ { "user": "rafajpsantos", "count": 21, "uuid": 15893004 } ], "_userbio": { "uuid": 15893004, "type": "user", "name": "RafaJPSantos" }, "_downloads": { "count": 292, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/bagged.outliertrees" }, "_devurl": "https://github.com/rafajpsantos/bagged.outliertrees", "_searchresults": 8, "_rbuild": "4.6.0", "_assets": [ "extra/bagged.outliertrees.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/rafajpsantos/bagged.outliertrees", "_realowner": "rafajpsantos", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2021-07-06" } ], "_exports": [ "bagged.outliertrees" ], "_datasets": [ { "name": "hypothyroid", "title": "Hypothyroid", "object": "hypothyroid", "class": [ "data.frame" ], "fields": [ "age", "sex", "on.thyroxine", "query.on.thyroxine", "on.antithyroid.medication", "sick", "pregnant", "thyroid.surgery", "I131.treatment", "query.hypothyroid", "query.hyperthyroid", "lithium", "tumor", "goitre", "hypopituitary", "psych", "TSH", "T3", "TT4", "T4U", "referral.source", "diagnosis", "FTI" ], "rows": 2772, "table": true, "tojson": true } ], "_help": [ { "page": "bagged.outliertrees", "title": "Bagged OutlierTrees", "topics": [ "bagged.outliertrees" ] }, { "page": "hypothyroid", "title": "Hypothyroid", "topics": [ "hypothyroid" ] }, { "page": "predict.bagged.outliertrees", "title": "Predict method for Bagged OutlierTrees", "topics": [ "predict.bagged.outliertrees" ] }, { "page": "print.bagged.outlieroutputs", "title": "Print outliers in human-readable format", "topics": [ "print.bagged.outlieroutputs" ] } ], "_readme": "https://github.com/rafajpsantos/bagged.outliertrees/raw/HEAD/README.md", "_rundeps": [ "cli", "codetools", "data.table", "doSNOW", "dplyr", "foreach", "generics", "glue", "iterators", "jsonlite", "lifecycle", "magrittr", "outliertree", "pillar", "pkgconfig", "R6", "Rcereal", "Rcpp", "rlang", "rlist", "snow", "tibble", "tidyselect", "utf8", "vctrs", "withr", "XML", "yaml" ], "_score": 3.4771212547196626, "_indexed": true, "_nocasepkg": "bagged.outliertrees", "_universes": [ "rafajpsantos" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.0", "date": "2026-05-12T06:14:57.000Z", "distro": "noble", "commit": "fe0eedf10c646907aa915769ebd0aa3eebfc81fe", "fileid": "3a4049779fd16503cde6217b94145171645f70ec282a518a1668ae8d03a6b244", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rafajpsantos/actions/runs/25716836787" }, { "r": "4.6.0", "os": "linux", "version": "1.0.0", "date": "2026-05-12T06:15:07.000Z", "distro": "noble", "commit": "fe0eedf10c646907aa915769ebd0aa3eebfc81fe", "fileid": "1053b38366549b526f2ad9d354b8000dd0d23b3763310d1d088095095ff998ed", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rafajpsantos/actions/runs/25716836787" }, { "r": "4.5.3", "os": "mac", "version": "1.0.0", "date": "2026-05-12T06:16:56.000Z", "commit": "fe0eedf10c646907aa915769ebd0aa3eebfc81fe", "fileid": "dfee46f7ec3727c0f1b09cb1630802ab4c79874d3f5d914ff5d22190715cf87d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rafajpsantos/actions/runs/25716836787" }, { "r": "4.6.0", "os": "mac", "version": "1.0.0", "date": "2026-05-12T06:16:42.000Z", "commit": "fe0eedf10c646907aa915769ebd0aa3eebfc81fe", "fileid": "6d6f8dfeb180f9258767150ddffc314e393f5dc0cea88a17431f34a178d51c3b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rafajpsantos/actions/runs/25716836787" }, { "r": "4.7.0", "os": "win", "version": "1.0.0", "date": "2026-05-12T06:14:25.000Z", "commit": "fe0eedf10c646907aa915769ebd0aa3eebfc81fe", "fileid": "6b23a634ee194a29c0b49873ca51f5ff9265388803e5b43ea27307b6bf9f354a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rafajpsantos/actions/runs/25716836787" }, { "r": "4.5.3", "os": "win", "version": "1.0.0", "date": "2026-05-12T06:14:02.000Z", "commit": "fe0eedf10c646907aa915769ebd0aa3eebfc81fe", "fileid": "d731c0e3a2ce78ad0847e46ff27fe27db615a78ddf1a10acda139af4b63dd6d6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rafajpsantos/actions/runs/25716836787" }, { "r": "4.6.0", "os": "win", "version": "1.0.0", "date": "2026-05-12T06:14:41.000Z", "commit": "fe0eedf10c646907aa915769ebd0aa3eebfc81fe", "fileid": "3f161504981709c4a6971b03999e4ca54e8d3ad2a378dbe343a44ec2da2f4497", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/rafajpsantos/actions/runs/25716836787" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.0", "date": "2026-05-22T11:02:11.000Z", "commit": "fe0eedf10c646907aa915769ebd0aa3eebfc81fe", "fileid": "1b7d01caa378fb3be0b90f4d53b732b98cbf76f95279a2a804d835d325562a8d", "status": "success", "buildurl": "https://github.com/r-universe/rafajpsantos/actions/runs/25716836787" } ] }