{
  "_id": "6a1e876e1d7bb097a0a679c9",
  "Package": "DRquality",
  "Type": "Package",
  "Title": "Quality Measurements for Dimensionality Reduction",
  "Version": "0.2.1",
  "Date": "2023-08-12",
  "Authors@R": "c(person(\"Quirin\", \"Stier\", email= \"Quirin_Stier@gmx.de\",role=c(\"aut\")),person(\"Florian\", \"Lerch\",role=\"ctb\"),person(\"Julian\", \"Märte\",role=\"aut\"),person(\"Hermann\", \"Tafo\",role=\"ctb\"),person(\"Laukert\", \"Schlichting\",role=\"ctb\"),person(\"Michael\", \"Thrun\",email= \"m.thrun@gmx.net\",role=c(\"aut\",\"cph\",\"cre\"), comment = c(ORCID = \"0000-0001-9542-5543\")))",
  "Maintainer": "Michael Thrun <m.thrun@gmx.net>",
  "Description": "Several quality measurements for investigating the\nperformance of dimensionality reduction methods are provided\nhere. In addition a new quality measurement called Gabriel\nclassification error is made accessible.",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "Config/pak/sysreqs": "make",
  "Repository": "https://mthrun.r-universe.dev",
  "Date/Publication": "2023-08-11 11:00:41 UTC",
  "RemoteUrl": "https://github.com/mthrun/drquality",
  "RemoteRef": "HEAD",
  "RemoteSha": "f633c77789563234b9f2ad7c6c125c4049638d92",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-02 07:30:54 UTC",
    "User": "root"
  },
  "Author": "Quirin Stier [aut],\nFlorian Lerch [ctb],\nJulian Märte [aut],\nHermann Tafo [ctb],\nLaukert Schlichting [ctb],\nMichael Thrun [aut, cph, cre] (ORCID:\n<https://orcid.org/0000-0001-9542-5543>)",
  "MD5sum": "e612ea11a5ed5fbad2632efa0dc54fad",
  "_user": "mthrun",
  "_type": "src",
  "_file": "DRquality_0.2.1.tar.gz",
  "_fileid": "9ce3c84bfbf0ab3065d267088a7a4f5af80e9ff578636bf8362a8628c261c8ac",
  "_filesize": 138501,
  "_sha256": "9ce3c84bfbf0ab3065d267088a7a4f5af80e9ff578636bf8362a8628c261c8ac",
  "_created": "2026-06-02T07:30:54.000Z",
  "_published": "2026-06-02T07:34:06.965Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79021127158,
      "time": 160,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "7351601231"
    },
    {
      "job": 79021127093,
      "time": 144,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7351596325"
    },
    {
      "job": 79021127104,
      "time": 126,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "ERROR",
      "artifact": "7351591083"
    },
    {
      "job": 79021127117,
      "time": 84,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7351578074"
    },
    {
      "job": 79020573909,
      "time": 216,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7351551396"
    },
    {
      "job": 79021127083,
      "time": 138,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7351593907"
    },
    {
      "job": 79021127125,
      "time": 113,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "7351587007"
    },
    {
      "job": 79021127109,
      "time": 101,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "ERROR",
      "artifact": "7351583253"
    },
    {
      "job": 79021127120,
      "time": 101,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7351583086"
    }
  ],
  "_buildurl": "https://github.com/r-universe/mthrun/actions/runs/26805093063",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/mthrun/drquality",
  "_commit": {
    "id": "f633c77789563234b9f2ad7c6c125c4049638d92",
    "author": "Mthrun <m.thrun@gmx.net>",
    "committer": "Mthrun <m.thrun@gmx.net>",
    "message": "version with cran version aligned.\nset the version here to 0.2.1 as there more functions available on githube which will go to cran in the next update cycle\n",
    "time": 1691751641
  },
  "_maintainer": {
    "name": "Michael Thrun",
    "email": "m.thrun@gmx.net",
    "login": "mthrun",
    "description": "Dr. habil. Michael C. Thrun, promovierte 2017 an der Philipps-Universität Marburg unter Prof. Dr. habil. Alfred Ultsch und habiltierte 2022 im Fach Informatik.",
    "uuid": 15046412,
    "orcid": "0000-0001-9542-5543"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "DatabionicSwarm",
      "role": "Imports"
    },
    {
      "package": "plotly",
      "role": "Suggests"
    },
    {
      "package": "geometry",
      "role": "Suggests"
    },
    {
      "package": "deldir",
      "role": "Suggests"
    },
    {
      "package": "FCPS",
      "role": "Suggests"
    },
    {
      "package": "ProjectionBasedClustering",
      "role": "Suggests"
    },
    {
      "package": "DataVisualizations",
      "role": "Suggests"
    },
    {
      "package": "FastKNN",
      "role": "Suggests"
    },
    {
      "package": "ggplot2",
      "role": "Suggests"
    },
    {
      "package": "pcaPP",
      "role": "Suggests"
    },
    {
      "package": "pracma",
      "role": "Suggests"
    },
    {
      "package": "spdep",
      "role": "Suggests"
    },
    {
      "package": "grid",
      "role": "Suggests"
    },
    {
      "package": "igraph",
      "role": "Suggests"
    },
    {
      "package": "cccd",
      "role": "Suggests"
    },
    {
      "package": "sf",
      "role": "Suggests"
    }
  ],
  "_owner": "mthrun",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "mthrun",
      "count": 8,
      "uuid": 15046412
    }
  ],
  "_userbio": {
    "uuid": 15046412,
    "type": "user",
    "name": "Mthrun",
    "description": "Dr. habil. Michael C. Thrun, promovierte 2017 an der Philipps-Universität Marburg unter Prof. Dr. habil. Alfred Ultsch und habiltierte 2022 im Fach Informatik."
  },
  "_downloads": {
    "count": 164,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/DRquality"
  },
  "_devurl": "https://github.com/mthrun/drquality",
  "_searchresults": 1,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/DRquality.html",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/mthrun/drquality",
  "_realowner": "mthrun",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.2.0",
      "date": "2023-08-11"
    },
    {
      "version": "0.2.1",
      "date": "2023-10-12"
    }
  ],
  "_exports": [
    "ClassificationError",
    "Cmeasure",
    "GabrielClassificationError",
    "KendallsTau",
    "plotMeasureRAAR",
    "plotMeasureTundD",
    "RAAR",
    "SpearmanError",
    "SpearmansRho",
    "TopologicalCorrelation",
    "ZrehenMeasure4All"
  ],
  "_help": [
    {
      "page": "ClassificationError",
      "title": "Classification Error (rate)",
      "topics": [
        "ClassificationError"
      ]
    },
    {
      "page": "Cmeasure",
      "title": "C-Measure subtypes",
      "topics": [
        "Cmeasure"
      ]
    },
    {
      "page": "GabrielClassificationError",
      "title": "Gabriel Classification Error (GCE)",
      "topics": [
        "GabrielClassificationError"
      ]
    },
    {
      "page": "KendallsTau",
      "title": "Statistical correlation by Kendall",
      "topics": [
        "KendallsTau"
      ]
    },
    {
      "page": "plotMeasureRAAR",
      "title": "Computes rank-based smoothed precision and recall",
      "topics": [
        "plotMeasureRAAR"
      ]
    },
    {
      "page": "plotMeasureTundD",
      "title": "Computes rank-based smoothed precision and recall",
      "topics": [
        "plotMeasureTundD"
      ]
    },
    {
      "page": "RAAR",
      "title": "Rescaled average agreement rate",
      "topics": [
        "RAAR"
      ]
    },
    {
      "page": "SpearmanError",
      "title": "Calculates the error of a projection with spearman's rank correlation coefficient",
      "topics": [
        "SpearmanError"
      ]
    },
    {
      "page": "SpearmansRho",
      "title": "Calculates the error of a projection with spearman's rank correlation coefficient",
      "topics": [
        "SpearmansRho"
      ]
    },
    {
      "page": "TopologicalCorrelation",
      "title": "Topological Correlation",
      "topics": [
        "TopologicalCorrelation"
      ]
    },
    {
      "page": "ZrehenMeasure4All",
      "title": "A generalized version of the zrehen-measure which defines the neighbourhood by gabrielgraph and is therefore not restricted to grid-based projections.",
      "topics": [
        "ZrehenMeasure4All"
      ]
    }
  ],
  "_rundeps": [
    "ABCanalysis",
    "cli",
    "cpp11",
    "DatabionicSwarm",
    "deldir",
    "farver",
    "GeneralizedUmatrix",
    "ggplot2",
    "glue",
    "gtable",
    "isoband",
    "labeling",
    "lifecycle",
    "plotrix",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "RcppParallel",
    "rlang",
    "S7",
    "scales",
    "vctrs",
    "viridisLite",
    "withr"
  ],
  "_score": 2,
  "_indexed": true,
  "_nocasepkg": "drquality",
  "_universes": [
    "mthrun"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.2.1",
      "date": "2026-06-02T07:33:24.000Z",
      "distro": "noble",
      "commit": "f633c77789563234b9f2ad7c6c125c4049638d92",
      "fileid": "a86e97f099191873c74ccd6950cdc7f4a19b10ebf00ecc3ff8d70078b2b0a00d",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/mthrun/actions/runs/26805093063"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.2.1",
      "date": "2026-06-02T07:33:13.000Z",
      "distro": "noble",
      "commit": "f633c77789563234b9f2ad7c6c125c4049638d92",
      "fileid": "94e3aa201446800096dd7630e180f958124cb9465061b97980b0d2ccb579e6a9",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/mthrun/actions/runs/26805093063"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.2.1",
      "date": "2026-06-02T07:32:53.000Z",
      "commit": "f633c77789563234b9f2ad7c6c125c4049638d92",
      "fileid": "d43bdb9b504daa8f478bcf66248b9c3190e0e34d83c1f18aaaab6de890dce28b",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/mthrun/actions/runs/26805093063"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.2.1",
      "date": "2026-06-02T07:32:20.000Z",
      "commit": "f633c77789563234b9f2ad7c6c125c4049638d92",
      "fileid": "a3d8429bc4e414fa03b09ad63dd78bb179e5408e32a87d8c761167545e13703f",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/mthrun/actions/runs/26805093063"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.2.1",
      "date": "2026-06-02T07:33:27.000Z",
      "commit": "f633c77789563234b9f2ad7c6c125c4049638d92",
      "fileid": "bf28989fd2d489477ac14b562cf62612f85125670124a2938a65b1178c4daad0",
      "status": "success",
      "buildurl": "https://github.com/r-universe/mthrun/actions/runs/26805093063"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.2.1",
      "date": "2026-06-02T07:32:32.000Z",
      "commit": "f633c77789563234b9f2ad7c6c125c4049638d92",
      "fileid": "7ad378a824c95c3fc7e4966a81d54d9a0e36e8187a95090a44872dd538ae5340",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/mthrun/actions/runs/26805093063"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.2.1",
      "date": "2026-06-02T07:32:20.000Z",
      "commit": "f633c77789563234b9f2ad7c6c125c4049638d92",
      "fileid": "3dd983439faf2d2f747db79f908ab39ed6885ee24408d4e7d298a5993ff662a6",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/mthrun/actions/runs/26805093063"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.2.1",
      "date": "2026-06-02T07:32:20.000Z",
      "commit": "f633c77789563234b9f2ad7c6c125c4049638d92",
      "fileid": "5d2593a5f3c396799560c4aa51a318efbfba43c8dc33bd483fcb6447fca1b668",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/mthrun/actions/runs/26805093063"
    }
  ]
}