{
  "_id": "6ad5df9c4a34890ab493903e",
  "Package": "outliertree",
  "Type": "Package",
  "Title": "Explainable Outlier Detection Through Decision Tree Conditioning",
  "Version": "1.10.0-2",
  "Authors@R": "person(given = \"David\",\nfamily = \"Cortes\",\nrole = c(\"aut\", \"cre\"),\nemail = \"david.cortes.rivera@gmail.com\")",
  "Maintainer": "David Cortes <david.cortes.rivera@gmail.com>",
  "URL": "https://github.com/david-cortes/outliertree",
  "BugReports": "https://github.com/david-cortes/outliertree/issues",
  "Description": "Outlier detection method that flags suspicious values\nwithin observations, constrasting them against the normal\nvalues in a user-readable format, potentially describing\nconditions within the data that make a given outlier more rare.\nFull procedure is described in Cortes (2020)\n<doi:10.48550/arXiv.2001.00636>. Loosely based on the 'GritBot'\n<https://www.rulequest.com/gritbot-info.html> software.",
  "License": "GPL (>= 3)",
  "LazyData": "true",
  "VignetteBuilder": "knitr",
  "RoxygenNote": "7.3.1",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-10-19 09:10:30 UTC",
    "User": "root"
  },
  "Author": "David Cortes [aut, cre]",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2026-08-20 09:10:02 UTC",
  "RemoteUrl": "https://github.com/cran/outliertree",
  "RemoteRef": "HEAD",
  "RemoteSha": "3101dd313dd611ec6dc91673541ca3fe5c7356c2",
  "_user": "cran",
  "_type": "src",
  "_file": "outliertree_1.10.0-2.tar.gz",
  "_fileid": "https://r2.ropensci.org/6385eaefd7ad83d14e3327090f97bc9517f53fb6f4c32005d826d1d2a9b61b30",
  "_filesize": 455286,
  "_sha256": "6385eaefd7ad83d14e3327090f97bc9517f53fb6f4c32005d826d1d2a9b61b30",
  "_expires": "2027-01-27T09:15:05.000Z",
  "_created": "2026-10-19T09:10:30.000Z",
  "_published": "2026-10-19T09:15:07.874Z",
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/39227636555",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 117979354038,
      "time": 110,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "12175925701"
    },
    {
      "job": 117979354031,
      "time": 133,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "12176060685"
    },
    {
      "job": 117979354609,
      "time": 135,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "12175176898"
    },
    {
      "job": 117979354276,
      "time": 133,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "12175266767"
    },
    {
      "job": 117977891798,
      "time": 216,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "12176585096"
    },
    {
      "job": 117979354046,
      "time": 116,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "12175241861"
    },
    {
      "job": 117979354030,
      "time": 224,
      "config": "windows-devel-arm64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "12175451984"
    },
    {
      "job": 117979354057,
      "time": 182,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "12175286822"
    },
    {
      "job": 117979354120,
      "time": 224,
      "config": "windows-release-arm64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "12176285930"
    },
    {
      "job": 117979354032,
      "time": 145,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "12176670484"
    }
  ],
  "_upstream": "https://github.com/cran/outliertree",
  "_commit": {
    "id": "3101dd313dd611ec6dc91673541ca3fe5c7356c2",
    "author": "David Cortes <david.cortes.rivera@gmail.com>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.10.0-2\n",
    "time": 1787217002
  },
  "_maintainer": {
    "name": "David Cortes",
    "email": "david.cortes.rivera@gmail.com",
    "login": "david-cortes",
    "description": "",
    "uuid": 11860098
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.3.0",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "Rcereal",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "version": ">= 1.0.1",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "kableExtra",
      "role": "Suggests"
    },
    {
      "package": "data.table",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 1,
  "_updates": [
    {
      "week": "2026-10",
      "n": 1
    },
    {
      "week": "2026-34",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "1.10.0-1",
      "date": "2026-03-05"
    },
    {
      "name": "1.10.0-2",
      "date": "2026-08-20"
    }
  ],
  "_stars": 0,
  "_contributors": [
    {
      "user": "david-cortes",
      "count": 24,
      "uuid": 11860098
    }
  ],
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "followers": 634,
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 1979,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/outliertree"
  },
  "_devurl": "https://github.com/david-cortes/outliertree",
  "_searchresults": 24,
  "_topics": [
    "cpp",
    "openmp"
  ],
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/outliertree.html"
  ],
  "_homeurl": "https://github.com/david-cortes/outliertree",
  "_realowner": "david-cortes",
  "_cranurl": false,
  "_releases": [
    {
      "version": "1.0",
      "date": "2019-07-31"
    },
    {
      "version": "1.0.1",
      "date": "2019-08-19"
    },
    {
      "version": "1.0.2",
      "date": "2019-08-28"
    },
    {
      "version": "1.0.4",
      "date": "2019-09-02"
    },
    {
      "version": "1.1.2",
      "date": "2020-01-09"
    },
    {
      "version": "1.1.3",
      "date": "2020-01-12"
    },
    {
      "version": "1.2.0",
      "date": "2020-04-19"
    },
    {
      "version": "1.3.0",
      "date": "2020-06-10"
    },
    {
      "version": "1.3.1",
      "date": "2020-12-11"
    },
    {
      "version": "1.3.4",
      "date": "2021-01-18"
    },
    {
      "version": "1.6.0",
      "date": "2021-03-15"
    },
    {
      "version": "1.7.1",
      "date": "2021-04-16"
    },
    {
      "version": "1.7.2",
      "date": "2021-05-17"
    },
    {
      "version": "1.7.3",
      "date": "2021-07-16"
    },
    {
      "version": "1.7.4",
      "date": "2021-08-22"
    },
    {
      "version": "1.7.6",
      "date": "2021-09-25"
    },
    {
      "version": "1.7.6-1",
      "date": "2021-10-29"
    },
    {
      "version": "1.8.1",
      "date": "2022-02-17"
    },
    {
      "version": "1.8.1-1",
      "date": "2022-08-06"
    },
    {
      "version": "1.8.2",
      "date": "2023-11-21"
    },
    {
      "version": "1.9.0",
      "date": "2024-02-09"
    },
    {
      "version": "1.10.0",
      "date": "2024-09-06"
    },
    {
      "version": "1.10.0-1",
      "date": "2026-03-05"
    },
    {
      "version": "1.10.0-2",
      "date": "2026-08-20"
    }
  ],
  "_exports": [
    "check.outlierness.bounds",
    "extract.training.outliers",
    "outlier.tree"
  ],
  "_datasets": [
    {
      "name": "hypothyroid",
      "title": "Data about thyroid hormones for anonymous patients",
      "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
    },
    {
      "name": "titanic",
      "title": "Data about passengers of the RMS Titanic",
      "object": "titanic",
      "class": [
        "data.frame"
      ],
      "fields": [
        "pclass",
        "survived",
        "name",
        "sex",
        "age",
        "sibsp",
        "parch",
        "ticket",
        "fare",
        "cabin",
        "embarked",
        "boat",
        "body",
        "home.dest"
      ],
      "rows": 1309,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "sub-.outlieroutputs",
      "title": "Slice or sub-set outliers",
      "topics": [
        "[.outlieroutputs"
      ]
    },
    {
      "page": "as.list.outlieroutputs",
      "title": "Convert outlier outputs to R list",
      "topics": [
        "as.list.outlieroutputs"
      ]
    },
    {
      "page": "check.outlierness.bounds",
      "title": "Check values that could potentially flag an observation as outlier",
      "topics": [
        "check.outlierness.bounds"
      ]
    },
    {
      "page": "extract.training.outliers",
      "title": "Extract outliers found in training data",
      "topics": [
        "extract.training.outliers"
      ]
    },
    {
      "page": "hypothyroid",
      "title": "Data about thyroid hormones for anonymous patients",
      "topics": [
        "hypothyroid"
      ]
    },
    {
      "page": "outlier.tree",
      "title": "Outlier Tree",
      "topics": [
        "outlier.tree"
      ]
    },
    {
      "page": "predict.outliertree",
      "title": "Predict method for Outlier Tree",
      "topics": [
        "predict.outliertree"
      ]
    },
    {
      "page": "print.outlieroutputs",
      "title": "Print outliers in human-readable format",
      "topics": [
        "print.outlieroutputs"
      ]
    },
    {
      "page": "print.outliertree",
      "title": "Print summary information from Outlier Tree model",
      "topics": [
        "print.outliertree"
      ]
    },
    {
      "page": "summary.outlieroutputs",
      "title": "Print outliers in human-readable format",
      "topics": [
        "summary.outlieroutputs"
      ]
    },
    {
      "page": "summary.outliertree",
      "title": "Print summary information from Outlier Tree model",
      "topics": [
        "summary.outliertree"
      ]
    },
    {
      "page": "titanic",
      "title": "Data about passengers of the RMS Titanic",
      "topics": [
        "titanic"
      ]
    },
    {
      "page": "variable.names.outliertree",
      "title": "Get Variable Names for OutlierTree Model",
      "topics": [
        "variable.names.outliertree"
      ]
    }
  ],
  "_rundeps": [
    "Rcereal",
    "Rcpp"
  ],
  "_sysdeps": [
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    },
    {
      "shlib": "libgomp",
      "package": "libgomp1",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "openmp",
      "homepage": "http://gcc.gnu.org/",
      "description": "GCC OpenMP (GOMP) support library"
    }
  ],
  "_vignettes": [
    {
      "source": "Explainable_Outlier_Detection_in_Titanic_dataset.Rmd",
      "filename": "Explainable_Outlier_Detection_in_Titanic_dataset.html",
      "title": "Explainable Outlier Detection in Titanic dataset",
      "author": "David Cortes",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Explainable Outlier Detection in Titanic dataset",
        "Loading the raw data",
        "Pre-processing the data",
        "Fitting a model",
        "Examining the results more closely",
        "Trying different hyperparameters"
      ],
      "created": "2022-02-17 16:32:03",
      "modified": "2022-08-06 19:00:02",
      "commits": 2
    },
    {
      "source": "Introducing_OutlierTree.Rmd",
      "filename": "Introducing_OutlierTree.html",
      "title": "Introducing OutlierTree",
      "author": "David Cortes",
      "engine": "knitr::rmarkdown",
      "headings": [
        "A look at the dataset",
        "Finding outliers",
        "A closer look at some of those outliers",
        "Handling results"
      ],
      "created": "2021-05-17 20:40:09",
      "modified": "2021-05-17 20:40:09",
      "commits": 1
    }
  ],
  "_score": 3.7558382819656275,
  "_indexed": false,
  "_nocasepkg": "outliertree",
  "_universes": [
    "cran"
  ],
  "_indexurl": "https://david-cortes.r-universe.dev/outliertree",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.10.0-2",
      "date": "2026-10-19T09:12:20.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "3101dd313dd611ec6dc91673541ca3fe5c7356c2",
      "fileid": "https://r2.ropensci.org/6dab299bba3e24c2ca54092ca70383e804ebf8331d6f3d8e49ba73a1748bfb3e",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/39227636555"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.10.0-2",
      "date": "2026-10-19T09:12:43.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "3101dd313dd611ec6dc91673541ca3fe5c7356c2",
      "fileid": "https://r2.ropensci.org/244f4df891ab84574aed9825d5fe35efa724805339382111f640f4c7141313fb",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/39227636555"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.10.0-2",
      "date": "2026-10-19T09:12:44.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "3101dd313dd611ec6dc91673541ca3fe5c7356c2",
      "fileid": "https://r2.ropensci.org/0d3a738b776e7c2c49e7f2c14c815db6f1d15562646d4c20a1616eabfcec1dd5",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/39227636555"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.10.0-2",
      "date": "2026-10-19T09:12:36.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "3101dd313dd611ec6dc91673541ca3fe5c7356c2",
      "fileid": "https://r2.ropensci.org/8c49df958137a8cfe01b6cbfd4d395f99c9a8eacdda7452fa26f59a0c634be37",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/39227636555"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.10.0-2",
      "date": "2026-10-19T09:12:38.000Z",
      "arch": "emscripten",
      "commit": "3101dd313dd611ec6dc91673541ca3fe5c7356c2",
      "fileid": "https://r2.ropensci.org/3b21b461354cbcf3a5e63678c9e2704e26904f620f1162b464a8b401e6d1c258",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/39227636555"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.10.0-2",
      "date": "2026-10-19T09:13:44.000Z",
      "arch": "aarch64",
      "commit": "3101dd313dd611ec6dc91673541ca3fe5c7356c2",
      "fileid": "https://r2.ropensci.org/6641c852491ffc4576cf89e0b96215dbd5ad3c7dc17e4b5af8962e96ab9cf7c3",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/39227636555"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.10.0-2",
      "date": "2026-10-19T09:12:11.000Z",
      "arch": "x86_64",
      "commit": "3101dd313dd611ec6dc91673541ca3fe5c7356c2",
      "fileid": "https://r2.ropensci.org/c3cbb332a33e29375bde7baff262bf5152d7af89df4fa9c2a214333022b7566e",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/39227636555"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.10.0-2",
      "date": "2026-10-19T09:13:47.000Z",
      "arch": "aarch64",
      "commit": "3101dd313dd611ec6dc91673541ca3fe5c7356c2",
      "fileid": "https://r2.ropensci.org/96a06ff83ebce57dbcb45dd52bb16d44a29301aa5eb23f153af22094d723a1bd",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/39227636555"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.10.0-2",
      "date": "2026-10-19T09:12:09.000Z",
      "arch": "x86_64",
      "commit": "3101dd313dd611ec6dc91673541ca3fe5c7356c2",
      "fileid": "https://r2.ropensci.org/d715ff6a783d49fc3a4a8a4e794f82f8192b5ce6dca1b847dad2211044a4c30b",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/39227636555"
    }
  ]
}