{
  "_id": "6ac8d48fde46216d5edd823e",
  "Encoding": "UTF-8",
  "Package": "VarSelLCM",
  "Type": "Package",
  "Title": "Variable Selection for Model-Based Clustering of Mixed-Type Data\nSet with Missing Values",
  "Version": "2.1.3.2",
  "Date": "2025-09-19",
  "Authors@R": "c(person(given = \"Matthieu\",\nfamily = \"Marbac\",\nrole = \"aut\"),\nperson(given = \"Mohammed\",\nfamily = \"Sedki\",\nrole = c(\"aut\", \"cre\"),\nemail = \"mohammed.sedki@u-psud.fr\"))",
  "Maintainer": "Mohammed Sedki <mohammed.sedki@u-psud.fr>",
  "Description": "Full model selection (detection of the relevant features\nand estimation of the number of clusters) for model-based\nclustering (see reference here\n<doi:10.1007/s11222-016-9670-1>). Data to analyze can be\ncontinuous, categorical, integer or mixed. Moreover, missing\nvalues can occur and do not necessitate any pre-processing.\nShiny application permits an easy interpretation of the\nresults.",
  "License": "GPL (>= 2)",
  "URL": "http://varsellcm.r-forge.r-project.org/",
  "ByteCompile": "true",
  "LazyLoad": "yes",
  "Collate": "'CheckInputs.R' 'data.R' 'model.R' 'param.R' 'results.R'\n'ICLexact.R' 'DesignOutput.R' 'Summary.R' 'Print.R'\n'VarSelLCM.R' 'RcppExports.R' 'Plot.R' 'Imputation.R'\n'withoutmixture.R' 'VarSelShiny.R' 'ARI.R' 'Extractors.R'\n'Predict.R'",
  "Packaged": {
    "Date": "2026-10-09 11:40:14 UTC",
    "User": "root"
  },
  "RoxygenNote": "7.3.2",
  "NeedsCompilation": "yes",
  "VignetteBuilder": "knitr",
  "BuildVignettes": "yes",
  "Repository/R-Forge/Project": "varsellcm",
  "Repository/R-Forge/Revision": "234",
  "Repository/R-Forge/DateTimeStamp": "2018-08-27 18:56:49",
  "Author": "Matthieu Marbac [aut], Mohammed Sedki [aut, cre]",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2025-09-19 09:33:26 UTC",
  "RemoteUrl": "https://github.com/cran/VarSelLCM",
  "RemoteRef": "HEAD",
  "RemoteSha": "7fcb616fdc271057c341fc2e4b3d2552ef45f1b6",
  "_user": "cran",
  "_type": "src",
  "_file": "VarSelLCM_2.1.3.2.tar.gz",
  "_fileid": "https://r2.ropensci.org/340eb1ce40f1bc6b19ed6b0ac248424f464492f1d9193b46650c44dc82510c98",
  "_filesize": 398933,
  "_sha256": "340eb1ce40f1bc6b19ed6b0ac248424f464492f1d9193b46650c44dc82510c98",
  "_expires": "2027-01-17T11:48:29.000Z",
  "_created": "2026-10-09T11:40:14.000Z",
  "_published": "2026-10-09T11:48:31.607Z",
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/37924622136",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 113802844532,
      "time": 194,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11614145876"
    },
    {
      "job": 113802844613,
      "time": 252,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11613892373"
    },
    {
      "job": 113802844742,
      "time": 213,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11614410220"
    },
    {
      "job": 113802844477,
      "time": 244,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11614430230"
    },
    {
      "job": 113800639242,
      "time": 392,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11613912480"
    },
    {
      "job": 113802844310,
      "time": 184,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11614017728"
    },
    {
      "job": 113802844516,
      "time": 338,
      "config": "windows-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11613657944"
    },
    {
      "job": 113802844505,
      "time": 370,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11613928636"
    },
    {
      "job": 113802844468,
      "time": 343,
      "config": "windows-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11614236173"
    },
    {
      "job": 113802844666,
      "time": 268,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11614385413"
    }
  ],
  "_upstream": "https://github.com/cran/VarSelLCM",
  "_commit": {
    "id": "7fcb616fdc271057c341fc2e4b3d2552ef45f1b6",
    "author": "Mohammed Sedki <mohammed.sedki@u-psud.fr>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 2.1.3.2\n",
    "time": 1758274406
  },
  "_maintainer": {
    "name": "Mohammed Sedki",
    "email": "mohammed.sedki@u-psud.fr",
    "login": "masedki",
    "description": "I am an Assistant Professor at Paris-Sud University. I am working on  model selection in clustering. ",
    "uuid": 7141023
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.3",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "version": ">= 15.0.2-1",
      "role": "LinkingTo"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "Rcpp",
      "version": ">= 0.11.1",
      "role": "Imports"
    },
    {
      "package": "parallel",
      "role": "Imports"
    },
    {
      "package": "mgcv",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "shiny",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "dplyr",
      "role": "Suggests"
    },
    {
      "package": "htmltools",
      "role": "Suggests"
    },
    {
      "package": "scales",
      "role": "Suggests"
    },
    {
      "package": "plyr",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 2,
  "_updates": [],
  "_tags": [],
  "_stars": 3,
  "_contributors": [
    {
      "user": "masedki",
      "count": 11,
      "uuid": 7141023
    }
  ],
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "followers": 629,
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 628,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/VarSelLCM"
  },
  "_mentions": 3,
  "_devurl": "https://github.com/r-forge/varsellcm",
  "_searchresults": 55,
  "_topics": [
    "openblas",
    "cpp"
  ],
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/VarSelLCM.html"
  ],
  "_homeurl": "https://github.com/r-forge/varsellcm",
  "_realowner": "r-forge",
  "_cranurl": false,
  "_releases": [
    {
      "version": "1.0",
      "date": "2015-03-19"
    },
    {
      "version": "1.1",
      "date": "2015-05-22"
    },
    {
      "version": "1.2",
      "date": "2015-06-10"
    },
    {
      "version": "2.0",
      "date": "2017-09-22"
    },
    {
      "version": "2.0.1",
      "date": "2017-10-16"
    },
    {
      "version": "2.1.0",
      "date": "2018-03-19"
    },
    {
      "version": "2.1.1",
      "date": "2018-04-12"
    },
    {
      "version": "2.1.2",
      "date": "2018-06-20"
    },
    {
      "version": "2.1.3",
      "date": "2018-08-29"
    },
    {
      "version": "2.1.3.1",
      "date": "2020-10-14"
    },
    {
      "version": "2.1.3.2",
      "date": "2025-09-19"
    }
  ],
  "_exports": [
    "AIC",
    "ARI",
    "BIC",
    "coef",
    "coefficients",
    "fitted",
    "fitted.values",
    "ICL",
    "MICL",
    "plot",
    "predict",
    "print",
    "summary",
    "VarSelCluster",
    "VarSelImputation",
    "VarSelShiny"
  ],
  "_datasets": [
    {
      "name": "heart",
      "title": "Statlog (Heart) Data Set",
      "object": "heart",
      "file": "heart.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Age",
        "Sex",
        "ChestPainType",
        "RestBloodPressure",
        "SerumCholestoral",
        "FastingBloodSugar",
        "ResElectrocardiographic",
        "MaxHeartRate",
        "ExerciseInduced",
        "Slope",
        "MajorVessels",
        "Thal",
        "Class"
      ],
      "rows": 270,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "VarSelLCM-package",
      "title": "Variable Selection for Model-Based Clustering of Mixed-Type Data Set with Missing Values",
      "topics": [
        "VarSelLCM-package",
        "VarSelLCM"
      ]
    },
    {
      "page": "AIC-methods",
      "title": "AIC criterion.",
      "topics": [
        "AIC",
        "AIC,VSLCMresults-method"
      ]
    },
    {
      "page": "ARI",
      "title": "Adjusted Rand Index",
      "topics": [
        "ARI"
      ]
    },
    {
      "page": "BIC-methods",
      "title": "BIC criterion.",
      "topics": [
        "BIC",
        "BIC,VSLCMresults-method"
      ]
    },
    {
      "page": "coef-methods",
      "title": "Extract the parameters",
      "topics": [
        "coef",
        "coef,VSLCMresults-method"
      ]
    },
    {
      "page": "coefficients-methods",
      "title": "Extract the parameters",
      "topics": [
        "coefficients",
        "coefficients,VSLCMresults-method"
      ]
    },
    {
      "page": "fitted-methods",
      "title": "Extract the partition or the probabilities of classification",
      "topics": [
        "fitted",
        "fitted,VSLCMresults-method"
      ]
    },
    {
      "page": "fitted.values-methods",
      "title": "Extract the partition or the probabilities of classification",
      "topics": [
        "fitted.values",
        "fitted.values,VSLCMresults-method"
      ]
    },
    {
      "page": "heart",
      "title": "Statlog (Heart) Data Set",
      "topics": [
        "heart"
      ]
    },
    {
      "page": "ICL",
      "title": "ICL criterion",
      "topics": [
        "ICL"
      ]
    },
    {
      "page": "MICL",
      "title": "MICL criterion",
      "topics": [
        "MICL"
      ]
    },
    {
      "page": "plot-methods",
      "title": "Plots of an instance of 'VSLCMresults'",
      "topics": [
        "plot",
        "plot,VSLCMresults,ANY-method",
        "plot,VSLCMresults,character-method",
        "plot,VSLCMresults-method"
      ]
    },
    {
      "page": "predict-methods",
      "title": "Prediction of the cluster memberships",
      "topics": [
        "predict",
        "predict,VSLCMresults-method"
      ]
    },
    {
      "page": "print-methods",
      "title": "Print function.",
      "topics": [
        "print",
        "print,VSLCMresults-method"
      ]
    },
    {
      "page": "summary-methods",
      "title": "Summary function.",
      "topics": [
        "summary",
        "summary,VSLCMresults-method"
      ]
    },
    {
      "page": "VarSelCluster",
      "title": "Variable selection and clustering.",
      "topics": [
        "VarSelCluster"
      ]
    },
    {
      "page": "VarSelImputation",
      "title": "Imputation of missing values",
      "topics": [
        "VarSelImputation"
      ]
    },
    {
      "page": "VarSelShiny",
      "title": "Shiny app for analyzing results from VarSelCluster",
      "topics": [
        "VarSelShiny"
      ]
    },
    {
      "page": "VSLCMcriteria-class",
      "title": "Constructor of 'VSLCMcriteria' class",
      "topics": [
        "VSLCMcriteria-class"
      ]
    },
    {
      "page": "VSLCMdata-class",
      "title": "Constructor of 'VSLCMdata' class",
      "topics": [
        "VSLCMdata-class"
      ]
    },
    {
      "page": "VSLCMmodel-class",
      "title": "Constructor of 'VSLCMmodel' class",
      "topics": [
        "VSLCMmodel-class"
      ]
    },
    {
      "page": "VSLCMparam-class",
      "title": "Constructor of 'VSLCMparam' class",
      "topics": [
        "VSLCMparam-class"
      ]
    },
    {
      "page": "VSLCMparamCategorical-class",
      "title": "Constructor of 'VSLCMparamCategorical' class",
      "topics": [
        "VSLCMparamCategorical-class"
      ]
    },
    {
      "page": "VSLCMparamContinuous-class",
      "title": "Constructor of 'VSLCMparamContinuous' class",
      "topics": [
        "VSLCMparamContinuous-class"
      ]
    },
    {
      "page": "VSLCMparamInteger-class",
      "title": "Constructor of 'VSLCMparamInteger' class",
      "topics": [
        "VSLCMparamInteger-class"
      ]
    },
    {
      "page": "VSLCMpartitions-class",
      "title": "Constructor of 'VSLCMpartitions' class",
      "topics": [
        "VSLCMpartitions-class"
      ]
    },
    {
      "page": "VSLCMresults-class",
      "title": "Constructor of 'VSLCMresults' class",
      "topics": [
        "VSLCMresults-class"
      ]
    },
    {
      "page": "VSLCMstrategy-class",
      "title": "Constructor of 'VSLCMstrategy' class",
      "topics": [
        "VSLCMstrategy-class"
      ]
    }
  ],
  "_rundeps": [
    "base64enc",
    "bslib",
    "cachem",
    "cli",
    "commonmark",
    "cpp11",
    "digest",
    "farver",
    "fastmap",
    "fontawesome",
    "fs",
    "ggplot2",
    "glue",
    "gtable",
    "htmltools",
    "httpuv",
    "isoband",
    "jquerylib",
    "jsonlite",
    "labeling",
    "later",
    "lattice",
    "lifecycle",
    "magrittr",
    "Matrix",
    "memoise",
    "mgcv",
    "mime",
    "nlme",
    "otel",
    "promises",
    "R6",
    "rappdirs",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "rlang",
    "S7",
    "sass",
    "scales",
    "shiny",
    "sourcetools",
    "vctrs",
    "viridisLite",
    "withr",
    "xtable"
  ],
  "_sysdeps": [
    {
      "shlib": "libblas",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.32+ds-5",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_vignettes": [
    {
      "source": "VarSelLCM.Rmd",
      "filename": "VarSelLCM.html",
      "title": "Vignette VarSelLCM",
      "engine": "knitr::rmarkdown",
      "headings": [
        "title: \"VarSelLCM\"author: \"Variable Selection for Model-Based Clustering of Mixed-Type Data Set with  Missing Values\"date: \"r Sys.Date()\"output: rmarkdown::html_vignettevignette: >%\\VignetteIndexEntry",
        "Introduction",
        "Mixed-type data analysis",
        "Clustering",
        "Shiny application"
      ],
      "created": "2018-03-19 07:37:44",
      "modified": "2025-09-19 09:33:26",
      "commits": 4
    }
  ],
  "_score": 4.472756449317212,
  "_indexed": false,
  "_nocasepkg": "varsellcm",
  "_universes": [
    "cran"
  ],
  "_indexurl": "https://r-forge.r-universe.dev/VarSelLCM",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "2.1.3.2",
      "date": "2026-10-09T11:43:19.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "7fcb616fdc271057c341fc2e4b3d2552ef45f1b6",
      "fileid": "https://r2.ropensci.org/a36852fedf61374beac4e0038eb727339bbe8f46d68188629237008190429d51",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/37924622136"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "2.1.3.2",
      "date": "2026-10-09T11:43:38.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "7fcb616fdc271057c341fc2e4b3d2552ef45f1b6",
      "fileid": "https://r2.ropensci.org/cf645a204e536b77553b091f9e690a9a9d7e2b4c90a10cb18c23579e87b53990",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/37924622136"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "2.1.3.2",
      "date": "2026-10-09T11:43:25.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "7fcb616fdc271057c341fc2e4b3d2552ef45f1b6",
      "fileid": "https://r2.ropensci.org/94a823e5a5c5b2d15f07cf846dc1833bce4f3a2dce88dfe0191c3154161bb644",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/37924622136"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "2.1.3.2",
      "date": "2026-10-09T11:43:37.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "7fcb616fdc271057c341fc2e4b3d2552ef45f1b6",
      "fileid": "https://r2.ropensci.org/a924d6ebe9154f19cccf6ba3edb4f8a937467db4196fe0f5a9a7a9afae012488",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/37924622136"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "2.1.3.2",
      "date": "2026-10-09T11:44:01.000Z",
      "arch": "emscripten",
      "commit": "7fcb616fdc271057c341fc2e4b3d2552ef45f1b6",
      "fileid": "https://r2.ropensci.org/60d416acf26c286a83eebc42ce8492d29e9320f605fd906802c2faa2da0f8792",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/37924622136"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "2.1.3.2",
      "date": "2026-10-09T11:44:29.000Z",
      "arch": "aarch64",
      "commit": "7fcb616fdc271057c341fc2e4b3d2552ef45f1b6",
      "fileid": "https://r2.ropensci.org/64dc859ccdbfdb8b0c6b5aec965c4705103a1fe4417326727a3bd6a6c7cefebd",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/37924622136"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "2.1.3.2",
      "date": "2026-10-09T11:43:01.000Z",
      "arch": "x86_64",
      "commit": "7fcb616fdc271057c341fc2e4b3d2552ef45f1b6",
      "fileid": "https://r2.ropensci.org/cb0b98e527e67accad62f4d4361af8c2c338c6aa2e73386eb535dd64186c8037",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/37924622136"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "2.1.3.2",
      "date": "2026-10-09T11:44:39.000Z",
      "arch": "aarch64",
      "commit": "7fcb616fdc271057c341fc2e4b3d2552ef45f1b6",
      "fileid": "https://r2.ropensci.org/e034191acdde0f99eb391252592bc578a67331b6d4f56113e8bc42d25035eacd",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/37924622136"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "2.1.3.2",
      "date": "2026-10-09T11:43:11.000Z",
      "arch": "x86_64",
      "commit": "7fcb616fdc271057c341fc2e4b3d2552ef45f1b6",
      "fileid": "https://r2.ropensci.org/5319cbe571c5d1005cd53dfe1f99c3d6f167985666863e35db257ad429e32630",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/37924622136"
    }
  ]
}