{
  "_id": "6a1f2477b401979e73420db8",
  "Package": "OutliersLearn",
  "Type": "Package",
  "Title": "Educational Outlier Package with Common Outlier Detection\nAlgorithms",
  "Version": "1.0.0",
  "Author": "Andres Missiego Manjon [aut, cre], Juan Jose Cuadrado Gallego\n[aut]",
  "Maintainer": "Andres Missiego Manjon <andres.missiego@edu.uah.es>",
  "Description": "Provides implementations of some of the most important\noutlier detection algorithms. Includes a tutorial mode option\nthat shows a description of each algorithm and provides a\nstep-by-step execution explanation of how it identifies\noutliers from the given data with the specified input\nparameters. References include the works of Azzedine Boukerche,\nLining Zheng, and Omar Alfandi (2020) <doi:10.1145/3381028>,\nAbir Smiti (2020) <doi:10.1016/j.cosrev.2020.100306>, and\nXiaogang Su, Chih-Ling Tsai (2011) <doi:10.1002/widm.19>.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.3.1",
  "VignetteBuilder": "knitr",
  "Repository": "https://missiegobeats.r-universe.dev",
  "Date/Publication": "2024-06-05 08:12:25 UTC",
  "RemoteUrl": "https://github.com/missiegobeats/outlierslearn",
  "RemoteRef": "HEAD",
  "RemoteSha": "f784fb2c9171d06e8b76fecd542eea582b48b5e7",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-16 06:18:05 UTC",
    "User": "root"
  },
  "MD5sum": "e451bb4dfa074557ace93dfd073bd3af",
  "_user": "missiegobeats",
  "_type": "src",
  "_file": "OutliersLearn_1.0.0.tar.gz",
  "_fileid": "c8cd90d29bf67995b5a67392723370d62b898053c3395aa281aab5d46a2ca1a3",
  "_filesize": 361244,
  "_sha256": "c8cd90d29bf67995b5a67392723370d62b898053c3395aa281aab5d46a2ca1a3",
  "_created": "2026-05-16T06:18:05.000Z",
  "_published": "2026-06-02T18:44:07.852Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79146406625,
      "time": 107,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7031140759"
    },
    {
      "job": 79146406504,
      "time": 103,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7031140342"
    },
    {
      "job": 79146406103,
      "time": 172,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7031235052"
    },
    {
      "job": 79146405976,
      "time": 153,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7031242627"
    },
    {
      "job": 79146405246,
      "time": 165,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7031129271"
    },
    {
      "job": 79146405052,
      "time": 86,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7366802807"
    },
    {
      "job": 79146405474,
      "time": 70,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7031137039"
    },
    {
      "job": 79146406333,
      "time": 61,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7031136085"
    },
    {
      "job": 79146406081,
      "time": 64,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7031136343"
    }
  ],
  "_buildurl": "https://github.com/r-universe/missiegobeats/actions/runs/25954754381",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/missiegobeats/outlierslearn",
  "_commit": {
    "id": "f784fb2c9171d06e8b76fecd542eea582b48b5e7",
    "author": "Missiego <91332052+MissiegoBeats@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Merge pull request #89 from MissiegoBeats/develop\n\nUpdate",
    "time": 1717575145
  },
  "_maintainer": {
    "name": "Andres Missiego Manjon",
    "email": "andres.missiego@edu.uah.es",
    "login": "missiegobeats",
    "uuid": 91332052
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    }
  ],
  "_owner": "missiegobeats",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 1,
  "_contributors": [
    {
      "user": "missiegobeats",
      "count": 180,
      "uuid": 91332052
    }
  ],
  "_userbio": {
    "uuid": 91332052,
    "type": "user",
    "name": "Missiego",
    "description": "Software developer | Java | HTML/CSS & React framework | R | KNIME | ..."
  },
  "_downloads": {
    "count": 592,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/OutliersLearn"
  },
  "_devurl": "https://github.com/missiegobeats/outlierslearn",
  "_searchresults": 2,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/OutliersLearn.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/missiegobeats/outlierslearn",
  "_realowner": "missiegobeats",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0.0",
      "date": "2024-06-05"
    }
  ],
  "_exports": [
    "boxandwhiskers",
    "DBSCAN_method",
    "euclidean_distance",
    "knn",
    "lof",
    "mahalanobis_distance",
    "mahalanobis_method",
    "manhattan_dist",
    "mean_outliersLearn",
    "quantile_outliersLearn",
    "sd_outliersLearn",
    "transform_to_vector",
    "z_score_method"
  ],
  "_help": [
    {
      "page": "boxandwhiskers",
      "title": "Box And Whiskers",
      "topics": [
        "boxandwhiskers"
      ]
    },
    {
      "page": "DBSCAN_method",
      "title": "DBSCAN_method",
      "topics": [
        "DBSCAN_method"
      ]
    },
    {
      "page": "euclidean_distance",
      "title": "euclidean_distance",
      "topics": [
        "euclidean_distance"
      ]
    },
    {
      "page": "knn",
      "title": "knn",
      "topics": [
        "knn"
      ]
    },
    {
      "page": "lof",
      "title": "lof",
      "topics": [
        "lof"
      ]
    },
    {
      "page": "mahalanobis_distance",
      "title": "mahalanobis_distance",
      "topics": [
        "mahalanobis_distance"
      ]
    },
    {
      "page": "mahalanobis_method",
      "title": "mahalanobis_method",
      "topics": [
        "mahalanobis_method"
      ]
    },
    {
      "page": "manhattan_dist",
      "title": "manhattan_dist",
      "topics": [
        "manhattan_dist"
      ]
    },
    {
      "page": "mean_outliersLearn",
      "title": "mean_outliersLearn",
      "topics": [
        "mean_outliersLearn"
      ]
    },
    {
      "page": "quantile_outliersLearn",
      "title": "quantile_outliersLearn",
      "topics": [
        "quantile_outliersLearn"
      ]
    },
    {
      "page": "sd_outliersLearn",
      "title": "sd_outliersLearn",
      "topics": [
        "sd_outliersLearn"
      ]
    },
    {
      "page": "transform_to_vector",
      "title": "transform_to_vector",
      "topics": [
        "transform_to_vector"
      ]
    },
    {
      "page": "z_score_method",
      "title": "z_score_method",
      "topics": [
        "z_score_method"
      ]
    }
  ],
  "_readme": "https://github.com/missiegobeats/outlierslearn/raw/HEAD/README.md",
  "_rundeps": [],
  "_vignettes": [
    {
      "source": "OutliersLearnVignette.Rmd",
      "filename": "OutliersLearnVignette.html",
      "title": "Outliers Learn",
      "author": "Andres Missiego Manjon",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Datasets",
        "Auxiliary functions",
        "Main outlier detection methods",
        "Box and Whiskers (box_and_whiskers())",
        "DBSCAN (DBSCAN_method())",
        "KNN (knn())",
        "LOF simplified (lof())",
        "Mahalanobis Method (mahalanobis_method())",
        "Z-score method (z_score_method())"
      ],
      "created": "2024-06-02 12:25:54",
      "modified": "2024-06-02 19:24:29",
      "commits": 3
    }
  ],
  "_score": 3.6989700043360187,
  "_indexed": true,
  "_nocasepkg": "outlierslearn",
  "_universes": [
    "missiegobeats"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.0.0",
      "date": "2026-05-16T06:20:01.000Z",
      "distro": "noble",
      "commit": "f784fb2c9171d06e8b76fecd542eea582b48b5e7",
      "fileid": "a90cb85461b1a17cf4fe6ac05b1487f121562350e464bfdbb4b0df5c7d21684a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/missiegobeats/actions/runs/25954754381"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.0.0",
      "date": "2026-05-16T06:19:57.000Z",
      "distro": "noble",
      "commit": "f784fb2c9171d06e8b76fecd542eea582b48b5e7",
      "fileid": "60230aa182157e794b9a71c08c44eb27018c6f6ef69de039698c5e405eb64e28",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/missiegobeats/actions/runs/25954754381"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.0.0",
      "date": "2026-05-16T06:36:15.000Z",
      "commit": "f784fb2c9171d06e8b76fecd542eea582b48b5e7",
      "fileid": "3de837f38d300f48fc6c6611715dcb93dfec7266009dcf3da831fb2eef48de1d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/missiegobeats/actions/runs/25954754381"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "1.0.0",
      "date": "2026-05-16T06:37:37.000Z",
      "commit": "f784fb2c9171d06e8b76fecd542eea582b48b5e7",
      "fileid": "056217f84db79d232b042884a1ef9489f68dbe581db1496b87c386f8825b37a6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/missiegobeats/actions/runs/25954754381"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-05-16T06:19:20.000Z",
      "commit": "f784fb2c9171d06e8b76fecd542eea582b48b5e7",
      "fileid": "60e378e773409c2852db6618512c47f931e7eba238acc8cec8e481485274e282",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/missiegobeats/actions/runs/25954754381"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-05-16T06:19:12.000Z",
      "commit": "f784fb2c9171d06e8b76fecd542eea582b48b5e7",
      "fileid": "a4a1279729da1ef2c644a8f632f3c99c2e9cd1138dd23cf09cf1f82564f3702a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/missiegobeats/actions/runs/25954754381"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "1.0.0",
      "date": "2026-05-16T06:19:14.000Z",
      "commit": "f784fb2c9171d06e8b76fecd542eea582b48b5e7",
      "fileid": "5b9b2408f57b381ed7e7ce43481067b3f5b5f8fdf1a2edd60b9a569f8ed85b9f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/missiegobeats/actions/runs/25954754381"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.0.0",
      "date": "2026-06-02T18:43:52.000Z",
      "commit": "f784fb2c9171d06e8b76fecd542eea582b48b5e7",
      "fileid": "15420ecbb4bda6db78b4d8d26feaf14a490e2277ee998a65f872c9c39e7d81a3",
      "status": "success",
      "buildurl": "https://github.com/r-universe/missiegobeats/actions/runs/25954754381"
    }
  ]
}