{
  "_id": "6a0f648dacfb0bcc41c5cc50",
  "Package": "ordinalClust",
  "Type": "Package",
  "Title": "Ordinal Data Clustering, Co-Clustering and Classification",
  "Version": "1.3.5.1",
  "Date": "2026-04-17",
  "Authors@R": "c(person(given = \"Margot\",\nfamily = \"Selosse\",\nrole = \"aut\"),\nperson(given = \"Julien\",\nfamily = \"Jacques\",\nrole = c(\"aut\", \"cre\"),\nemail = \"julien.jacques@univ-lyon2.fr\"),\nperson(given = \"Christophe\",\nfamily = \"Biernacki\",\nrole = \"aut\"))",
  "Maintainer": "Julien Jacques <julien.jacques@univ-lyon2.fr>",
  "Description": "Ordinal data classification, clustering and co-clustering\nusing model-based approach with the BOS (Binary Ordinal Search)\ndistribution for ordinal data (Christophe Biernacki and Julien\nJacques (2016) <doi:10.1007/s11222-015-9585-2>).",
  "License": "GPL (>= 2)",
  "VignetteBuilder": "knitr",
  "LazyData": "true",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-05-21 10:09:02 UTC",
    "User": "root"
  },
  "Author": "Margot Selosse [aut], Julien Jacques [aut, cre], Christophe\nBiernacki [aut]",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2026-04-21 22:03:59 UTC",
  "RemoteUrl": "https://github.com/cran/ordinalClust",
  "RemoteRef": "HEAD",
  "RemoteSha": "989959cc6b5a33c3bfeb6fb073cd35b5acff4b62",
  "MD5sum": "1673d36e3e77ccb93f4b18fcfeb42577",
  "_user": "cran",
  "_type": "src",
  "_file": "ordinalClust_1.3.5.1.tar.gz",
  "_fileid": "85eef6bc0108d53509fa5c6741809602c48aff021e81cdaad44e5a12546e9bc7",
  "_filesize": 418721,
  "_sha256": "85eef6bc0108d53509fa5c6741809602c48aff021e81cdaad44e5a12546e9bc7",
  "_created": "2026-05-21T10:09:02.000Z",
  "_published": "2026-05-21T20:01:17.761Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77257547089,
      "time": 209,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7133057332"
    },
    {
      "job": 77257547081,
      "time": 205,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7133056037"
    },
    {
      "job": 77257547458,
      "time": 209,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7133057114"
    },
    {
      "job": 77257547141,
      "time": 185,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7133049186"
    },
    {
      "job": 77257547124,
      "time": 354,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7132987871"
    },
    {
      "job": 77257546489,
      "time": 161,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7145907782"
    }
  ],
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/26219328667",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/ordinalClust",
  "_commit": {
    "id": "989959cc6b5a33c3bfeb6fb073cd35b5acff4b62",
    "author": "Julien Jacques <julien.jacques@univ-lyon2.fr>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.3.5.1\n",
    "time": 1776809039
  },
  "_maintainer": {
    "name": "Julien Jacques",
    "email": "julien.jacques@univ-lyon2.fr",
    "login": "jujacques",
    "twitter": "@jj_stat",
    "description": "Professor of Statistics at Université de Lyon",
    "uuid": 49665806
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.3",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppProgress",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "BH",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "version": ">= 0.12.11",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "caret",
      "role": "Suggests"
    },
    {
      "package": "ggplot2",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-17",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "1.3.5.1",
      "date": "2026-04-21"
    }
  ],
  "_stars": 0,
  "_contributors": [
    {
      "user": "mversionpenny",
      "count": 8,
      "uuid": 8855727
    },
    {
      "user": "jujacques",
      "count": 1,
      "uuid": 49665806
    }
  ],
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 557,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ordinalClust"
  },
  "_searchresults": 21,
  "_topics": [
    "openblas",
    "cpp"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/ordinalClust.html",
    "manual.pdf"
  ],
  "_realowner": "jujacques",
  "_cranurl": false,
  "_releases": [
    {
      "version": "1.1",
      "date": "2017-11-17"
    },
    {
      "version": "1.2",
      "date": "2017-11-18"
    },
    {
      "version": "1.2.1",
      "date": "2018-01-08"
    },
    {
      "version": "1.3",
      "date": "2018-07-31"
    },
    {
      "version": "1.3.1",
      "date": "2018-08-06"
    },
    {
      "version": "1.3.3",
      "date": "2019-06-19"
    },
    {
      "version": "1.3.4",
      "date": "2019-07-25"
    },
    {
      "version": "1.3.5",
      "date": "2020-11-19"
    },
    {
      "version": "1.3.5.1",
      "date": "2026-04-21"
    }
  ],
  "_exports": [
    "bosclassif",
    "bosclust",
    "boscoclust",
    "pejSim",
    "plot",
    "predict",
    "summary"
  ],
  "_datasets": [
    {
      "name": "dataqol",
      "title": "Questionnaire Responses Of Patients Affected By Breast Cancer",
      "object": "dataqol",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Id",
        "q1",
        "q2",
        "q3",
        "q4",
        "q5",
        "q6",
        "q7",
        "q8",
        "q9",
        "q10",
        "q11",
        "q12",
        "q13",
        "q14",
        "q15",
        "q16",
        "q17",
        "q18",
        "q19",
        "q20",
        "q21",
        "q22",
        "q23",
        "q24",
        "q25",
        "q26",
        "q27",
        "q28",
        "q29",
        "q30"
      ],
      "rows": 117,
      "table": true,
      "tojson": true
    },
    {
      "name": "dataqol.classif",
      "title": "Questionnaire Responses Of Patients Affected By Breast Cancer",
      "object": "dataqol.classif",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Id",
        "q1",
        "q2",
        "q3",
        "q4",
        "q5",
        "q6",
        "q7",
        "q8",
        "q9",
        "q10",
        "q11",
        "q12",
        "q13",
        "q14",
        "q15",
        "q16",
        "q17",
        "q18",
        "q19",
        "q20",
        "q21",
        "q22",
        "q23",
        "q24",
        "q25",
        "q26",
        "q27",
        "q28",
        "q29",
        "q30",
        "death"
      ],
      "rows": 40,
      "table": true,
      "tojson": true
    },
    {
      "name": "Msimulated",
      "title": "Matrix of simulated ordinal data",
      "object": "Msimulated",
      "class": [
        "matrix",
        "array"
      ],
      "fields": {},
      "rows": 60,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "bosclassif",
      "title": "Function to perform a classification",
      "topics": [
        "bosclassif"
      ]
    },
    {
      "page": "bosclust",
      "title": "Function to perform a clustering",
      "topics": [
        "bosclust"
      ]
    },
    {
      "page": "boscoclust",
      "title": "Function to perform a co-clustering",
      "topics": [
        "boscoclust"
      ]
    },
    {
      "page": "dataqol",
      "title": "Questionnaire Responses Of Patients Affected By Breast Cancer",
      "topics": [
        "dataqol"
      ]
    },
    {
      "page": "dataqol.classif",
      "title": "Questionnaire Responses Of Patients Affected By Breast Cancer",
      "topics": [
        "dataqol.classif"
      ]
    },
    {
      "page": "Msimulated",
      "title": "Matrix of simulated ordinal data",
      "topics": [
        "Msimulated"
      ]
    },
    {
      "page": "pejSim",
      "title": "pejSim",
      "topics": [
        "pejSim"
      ]
    },
    {
      "page": "plot",
      "title": "~~ Method for the function 'plot' in the 'ordinalClust' package ~~",
      "topics": [
        "plot",
        "plot,ResultClassifOrdinal-method",
        "plot,ResultClustOrdinal-method",
        "plot,ResultCoclustOrdinal-method"
      ]
    },
    {
      "page": "predict",
      "title": "~~ Method for the function 'predict' in the 'ordinalClust' package ~~",
      "topics": [
        "predict",
        "predict,ANY-method",
        "predict,ResultClassifOrdinal-method"
      ]
    },
    {
      "page": "summary",
      "title": "~~ Methods for the Function 'summary' in the 'ordinalClust' package ~~",
      "topics": [
        "summary",
        "summary,ResultClassifOrdinal-method",
        "summary,ResultClustOrdinal-method",
        "summary,ResultCoclustOrdinal-method"
      ]
    }
  ],
  "_rundeps": [
    "BH",
    "Rcpp",
    "RcppArmadillo",
    "RcppProgress"
  ],
  "_sysdeps": [
    {
      "shlib": "libblas",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.26+ds-1ubuntu0.1",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "14.2.0-4ubuntu2~24.04.1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_vignettes": [
    {
      "source": "ordinalClust.Rmd",
      "filename": "ordinalClust.html",
      "title": "ordinalClust",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Description",
        "Installation",
        "Datasets",
        "Univariate Ordinal Data Simulation",
        "Basic example code",
        "Plotting",
        "Performing clustering",
        "Example code",
        "Plotting the result",
        "Performing co-clustering",
        "Performing classification",
        "Choosing a good kc parameter with cross-validation",
        "Computing the sensitivity and specificity rates for each kc",
        "Handling different numbers of levels",
        "References"
      ],
      "created": "2017-11-17 17:48:08",
      "modified": "2020-11-19 07:20:07",
      "commits": 7
    }
  ],
  "_score": 2.3222192947339195,
  "_indexed": false,
  "_nocasepkg": "ordinalclust",
  "_universes": [
    "cran"
  ],
  "_indexurl": "https://jujacques.r-universe.dev/ordinalClust",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.3.5.1",
      "date": "2026-05-21T10:12:36.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "989959cc6b5a33c3bfeb6fb073cd35b5acff4b62",
      "fileid": "02bc588ca5a25ab04f9be2aa55a2de22a77c8b387fe4ebb4aeb83d289eb96632",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26219328667"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.3.5.1",
      "date": "2026-05-21T10:12:39.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "989959cc6b5a33c3bfeb6fb073cd35b5acff4b62",
      "fileid": "52926c707cd4887c37d102ba09893f1784592f8cfbe1c21a65adbfdb7843ba52",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26219328667"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.3.5.1",
      "date": "2026-05-21T10:12:37.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "989959cc6b5a33c3bfeb6fb073cd35b5acff4b62",
      "fileid": "59961db5d8624f6cbe8d7585d256283616676876b52fd3e9a70ef4ae2105f704",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26219328667"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "1.3.5.1",
      "date": "2026-05-21T10:12:15.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "989959cc6b5a33c3bfeb6fb073cd35b5acff4b62",
      "fileid": "6608009df458b383f139a54d99a075e67f35153123e3e84f44792dd52557b92f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26219328667"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.3.5.1",
      "date": "2026-05-21T20:00:15.000Z",
      "arch": "emscripten",
      "commit": "989959cc6b5a33c3bfeb6fb073cd35b5acff4b62",
      "fileid": "70a70d1c162e5ba16e111e5670e09b9b272c3b8f7320fe4abb1c839fc703c670",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26219328667"
    }
  ]
}