{
  "_id": "6a1d57331d7bb097a0a4732c",
  "Package": "geocmeans",
  "Type": "Package",
  "Title": "Implementing Methods for Spatial Fuzzy Unsupervised\nClassification",
  "Version": "0.3.4",
  "Authors@R": "c(\nperson(\"Jeremy\", \"Gelb\", email = \"jeremy.gelb@ucs.inrs.ca\",role = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0002-7114-2714\")),\nperson(\"Philippe\", \"Apparicio\", email=\"philippe.apparicio@ucs.inrs.ca\", role=c(\"ctb\"), comment = c(ORCID = \"0000-0001-6466-9342\"))\n)",
  "Maintainer": "Jeremy Gelb <jeremy.gelb@ucs.inrs.ca>",
  "License": "GPL-2",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "RoxygenNote": "7.2.3",
  "VignetteBuilder": "knitr",
  "Description": "Provides functions to apply spatial fuzzy unsupervised\nclassification, visualize and interpret results. This method is\nwell suited when the user wants to analyze data with a fuzzy\nclustering algorithm and to account for the spatial dimension\nof the dataset. In addition, indexes for estimating the spatial\nconsistency and classification quality are proposed. The\nmethods were originally proposed in the field of brain imagery\n(seed Cai and al. 2007 <doi:10.1016/j.patcog.2006.07.011> and\nZaho and al. 2013 <doi:10.1016/j.dsp.2012.09.016>) and recently\napplied in geography (see Gelb and Apparicio\n<doi:10.4000/cybergeo.36414>).",
  "URL": "https://github.com/JeremyGelb/geocmeans",
  "BugReports": "https://github.com/JeremyGelb/geocmeans/issues",
  "RdMacros": "Rdpack",
  "SystemRequirements": "C++17",
  "Language": "en-CA",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-06-01 09:47:13 UTC",
    "User": "root"
  },
  "Author": "Jeremy Gelb [aut, cre]\n(<https://orcid.org/0000-0002-7114-2714>), Philippe Apparicio\n[ctb] (<https://orcid.org/0000-0001-6466-9342>)",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2023-09-12 04:30:31 UTC",
  "RemoteUrl": "https://github.com/cran/geocmeans",
  "RemoteRef": "HEAD",
  "RemoteSha": "4974db7827297051efc6cc4e3f9353cd971a94ed",
  "MD5sum": "52085fb9f35818ce05a4de109ddef18d",
  "_user": "cran",
  "_type": "src",
  "_file": "geocmeans_0.3.4.tar.gz",
  "_fileid": "f96fac353c995899d30085517308a9acfc12a5348ac86fa9349814cc4db40343",
  "_filesize": 9465190,
  "_sha256": "f96fac353c995899d30085517308a9acfc12a5348ac86fa9349814cc4db40343",
  "_created": "2026-06-01T09:47:13.000Z",
  "_published": "2026-06-01T09:56:03.047Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 78826957835,
      "time": 416,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7328476201"
    },
    {
      "job": 78826957819,
      "time": 383,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7328465059"
    },
    {
      "job": 78826957841,
      "time": 420,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7328477932"
    },
    {
      "job": 78825466610,
      "time": 554,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7328326930"
    },
    {
      "job": 78826957798,
      "time": 243,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7328414139"
    }
  ],
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/26747128829",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/geocmeans",
  "_commit": {
    "id": "4974db7827297051efc6cc4e3f9353cd971a94ed",
    "author": "Jeremy Gelb <jeremy.gelb@ucs.inrs.ca>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.3.4\n",
    "time": 1694493031
  },
  "_maintainer": {
    "name": "Jeremy Gelb",
    "email": "jeremy.gelb@ucs.inrs.ca",
    "orcid": "0000-0002-7114-2714"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "ggplot2",
      "version": ">= 3.2.1",
      "role": "Imports"
    },
    {
      "package": "tmap",
      "version": ">= 3.3-1",
      "role": "Imports"
    },
    {
      "package": "spdep",
      "version": ">= 1.1.2",
      "role": "Imports"
    },
    {
      "package": "reldist",
      "version": ">= 1.6.6",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "version": ">= 0.8.3",
      "role": "Imports"
    },
    {
      "package": "fclust",
      "version": ">= 2.1.1",
      "role": "Imports"
    },
    {
      "package": "fmsb",
      "version": ">= 0.7.0",
      "role": "Imports"
    },
    {
      "package": "future.apply",
      "version": ">= 1.4.0",
      "role": "Imports"
    },
    {
      "package": "progressr",
      "version": ">= 0.4.0",
      "role": "Imports"
    },
    {
      "package": "reshape2",
      "version": ">= 1.4.4",
      "role": "Imports"
    },
    {
      "package": "stats",
      "version": ">= 3.5",
      "role": "Imports"
    },
    {
      "package": "grDevices",
      "version": ">= 3.5",
      "role": "Imports"
    },
    {
      "package": "shiny",
      "version": ">= 1.6.0",
      "role": "Imports"
    },
    {
      "package": "sf",
      "version": ">= 1.0-6",
      "role": "Imports"
    },
    {
      "package": "leaflet",
      "version": ">= 2.1.1",
      "role": "Imports"
    },
    {
      "package": "plotly",
      "version": ">= 4.9.3",
      "role": "Imports"
    },
    {
      "package": "Rdpack",
      "version": ">= 2.1.1",
      "role": "Imports"
    },
    {
      "package": "matrixStats",
      "version": ">= 0.58.0",
      "role": "Imports"
    },
    {
      "package": "methods",
      "version": ">= 3.5",
      "role": "Imports"
    },
    {
      "package": "terra",
      "version": ">= 1.6-47",
      "role": "Imports"
    },
    {
      "package": "Rcpp",
      "version": ">= 1.0.6",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "version": ">= 1.28",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "version": ">= 2.1",
      "role": "Suggests"
    },
    {
      "package": "markdown",
      "version": ">= 1.1",
      "role": "Suggests"
    },
    {
      "package": "future",
      "version": ">= 1.16.0",
      "role": "Suggests"
    },
    {
      "package": "ppclust",
      "version": ">= 1.1.0",
      "role": "Suggests"
    },
    {
      "package": "ClustGeo",
      "version": ">= 2.0",
      "role": "Suggests"
    },
    {
      "package": "car",
      "version": ">= 3.0-7",
      "role": "Suggests"
    },
    {
      "package": "rgl",
      "version": ">= 0.100",
      "role": "Suggests"
    },
    {
      "package": "ggpubr",
      "version": ">= 0.2.5",
      "role": "Suggests"
    },
    {
      "package": "RColorBrewer",
      "version": ">= 1.1-2",
      "role": "Suggests"
    },
    {
      "package": "kableExtra",
      "version": ">= 1.1.0",
      "role": "Suggests"
    },
    {
      "package": "viridis",
      "version": ">= 0.5.1",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    },
    {
      "package": "bslib",
      "version": ">= 0.2.5",
      "role": "Suggests"
    },
    {
      "package": "shinyWidgets",
      "version": ">= 0.6",
      "role": "Suggests"
    },
    {
      "package": "shinyhelper",
      "version": ">= 0.3.2",
      "role": "Suggests"
    },
    {
      "package": "waiter",
      "version": ">= 0.2.2",
      "role": "Suggests"
    },
    {
      "package": "classInt",
      "version": ">= 0.4-3",
      "role": "Suggests"
    },
    {
      "package": "covr",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 230,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/geocmeans"
  },
  "_devurl": "https://github.com/jeremygelb/geocmeans",
  "_searchresults": 143,
  "_topics": [
    "openblas",
    "cpp",
    "openmp"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/geocmeans.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/jeremygelb/geocmeans",
  "_realowner": "jeremygelb",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.1.1",
      "date": "2021-04-21"
    },
    {
      "version": "0.2.0",
      "date": "2021-08-23"
    },
    {
      "version": "0.2.2",
      "date": "2022-06-16"
    },
    {
      "version": "0.3.1",
      "date": "2022-10-16"
    },
    {
      "version": "0.3.2",
      "date": "2023-01-08"
    },
    {
      "version": "0.3.3",
      "date": "2023-02-07"
    },
    {
      "version": "0.3.4",
      "date": "2023-09-12"
    }
  ],
  "_exports": [
    "add_matrices_bycol",
    "adj_spconsist_arr_window_globstd",
    "adjustSpatialWeights",
    "barPlots",
    "belongsFCM",
    "belongsGFCM",
    "belongsSFCM",
    "belongsSGFCM",
    "boot_group_validation",
    "boot_group_validation.mc",
    "boot_worker",
    "calc_jaccard_idx",
    "calc_jaccard_mat",
    "calc_local_moran_raster",
    "calc_moran_raster",
    "calc_raster_spinconsistency",
    "calcBelongMatrix",
    "calcBelongMatrixNoisy",
    "calcCalinskiHarabasz",
    "calcCentroids",
    "calcDaviesBouldin",
    "calcELSA",
    "calcEuclideanDistance",
    "calcEuclideanDistance2",
    "calcEuclideanDistance3",
    "calcexplainedInertia",
    "calcFGCMBelongMatrix",
    "calcFGCMBelongMatrixNoisy",
    "calcFukuyamaSugeno",
    "calcFuzzyELSA",
    "calcFuzzyElsa_raster",
    "calcGD43",
    "calcGD53",
    "calcLaggedData",
    "calcNegentropyI",
    "calcQualIdx",
    "calcqualityIndexes",
    "calcRobustSigmas",
    "calcSFCMBelongMatrix",
    "calcSFCMBelongMatrixNoisy",
    "calcSFGCMBelongMatrix",
    "calcSFGCMBelongMatrixNoisy",
    "calcSilhouetteIdx",
    "calcSWFCCentroids",
    "calcUncertaintyIndex",
    "calcWdataRaster",
    "cat_to_belongings",
    "catToBelongings",
    "centersFCM",
    "centersGFCM",
    "centersSFCM",
    "centersSGFCM",
    "check_matdist",
    "check_raters_dims",
    "check_window",
    "circular_window",
    "CMeans",
    "div_matrices_bycol",
    "Elsa_categorical_matrix_window",
    "Elsa_fuzzy_matrix_window",
    "elsa_fuzzy_vector",
    "elsa_raster",
    "elsa_vector",
    "eval_parameters",
    "evaluateMatrices",
    "FCMres",
    "focal_adj_mean_arr_window",
    "focal_euclidean_arr_window",
    "focal_euclidean_list",
    "focal_euclidean_mat_window",
    "GCMeans",
    "geocmeans_env",
    "groups_matching",
    "input_raster_data",
    "is.FCMres",
    "kppCenters",
    "load_arcachon",
    "local_moranI_matrix_window",
    "main_worker",
    "mapClusters",
    "mapRasters",
    "mapThis",
    "max_mat",
    "moranI_matrix_window",
    "output_raster_data",
    "plot.FCMres",
    "pow_matrix_bycol",
    "power_mat",
    "predict_membership",
    "predict.FCMres",
    "print.FCMres",
    "prod_matrices_bycol",
    "rowmins_mat",
    "sanity_check",
    "select_parameters",
    "select_parameters.mc",
    "selectParameters",
    "selectParameters.mc",
    "SFCMeans",
    "SGFCMeans",
    "sp_clust_explorer",
    "spatialDiag",
    "spConsistency",
    "spiderPlots",
    "sqrt_matrix_bycol",
    "standardizer",
    "sub_matrices_bycol",
    "summarizeClusters",
    "summary.FCMres",
    "test_inferior_mat",
    "uncertaintyMap",
    "undecidedUnits",
    "vecmax",
    "vecmin",
    "vector_out_prod",
    "violinPlots"
  ],
  "_datasets": [
    {
      "name": "LyonIris",
      "title": "social and environmental indicators for the Iris of the metropolitan region of Lyon (France)",
      "object": "LyonIris",
      "class": [
        "sf",
        "data.frame"
      ],
      "fields": [
        "OBJECTID",
        "INSEE_COM",
        "CODE_IRIS",
        "Lden",
        "NO2",
        "PM25",
        "VegHautPrt",
        "Pct0_14",
        "Pct_65",
        "Pct_Img",
        "TxChom1564",
        "Pct_brevet",
        "NivVieMed",
        "X",
        "Y",
        "geometry"
      ],
      "rows": 506,
      "table": false,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "adjustSpatialWeights",
      "title": "Semantic adjusted spatial weights",
      "topics": [
        "adjustSpatialWeights"
      ]
    },
    {
      "page": "Arcachon",
      "title": "SpatRaster of the bay of Arcachon",
      "topics": [
        "Arcachon",
        "load_arcachon"
      ]
    },
    {
      "page": "barPlots",
      "title": "Bar plots",
      "topics": [
        "barPlots"
      ]
    },
    {
      "page": "boot_group_validation",
      "title": "Check the robustness of a classification by Bootstrap",
      "topics": [
        "boot_group_validation"
      ]
    },
    {
      "page": "boot_group_validation.mc",
      "title": "Check that the obtained groups are stable by bootstrap (multicore)",
      "topics": [
        "boot_group_validation.mc"
      ]
    },
    {
      "page": "calc_local_moran_raster",
      "title": "Local Moran I for raster",
      "topics": [
        "calc_local_moran_raster"
      ]
    },
    {
      "page": "calc_moran_raster",
      "title": "Global Moran I for raster",
      "topics": [
        "calc_moran_raster"
      ]
    },
    {
      "page": "calcCalinskiHarabasz",
      "title": "Calinski-Harabasz index",
      "topics": [
        "calcCalinskiHarabasz"
      ]
    },
    {
      "page": "calcDaviesBouldin",
      "title": "Davies-Bouldin index",
      "topics": [
        "calcDaviesBouldin"
      ]
    },
    {
      "page": "calcELSA",
      "title": "calculate ELSA statistic for a hard partition",
      "topics": [
        "calcELSA"
      ]
    },
    {
      "page": "calcexplainedInertia",
      "title": "Explained inertia index",
      "topics": [
        "calcexplainedInertia"
      ]
    },
    {
      "page": "calcFukuyamaSugeno",
      "title": "Fukuyama and Sugeno index",
      "topics": [
        "calcFukuyamaSugeno"
      ]
    },
    {
      "page": "calcFuzzyELSA",
      "title": "calculate ELSA statistic for a fuzzy partition",
      "topics": [
        "calcFuzzyELSA"
      ]
    },
    {
      "page": "calcGD43",
      "title": "Generalized Dunn’s index (43)",
      "topics": [
        "calcGD43"
      ]
    },
    {
      "page": "calcGD53",
      "title": "Generalized Dunn’s index (53)",
      "topics": [
        "calcGD53"
      ]
    },
    {
      "page": "calcNegentropyI",
      "title": "Negentropy Increment index",
      "topics": [
        "calcNegentropyI"
      ]
    },
    {
      "page": "calcqualityIndexes",
      "title": "Quality indexes",
      "topics": [
        "calcqualityIndexes"
      ]
    },
    {
      "page": "calcSilhouetteIdx",
      "title": "Fuzzy Silhouette index",
      "topics": [
        "calcSilhouetteIdx"
      ]
    },
    {
      "page": "calcUncertaintyIndex",
      "title": "Diversity index",
      "topics": [
        "calcUncertaintyIndex"
      ]
    },
    {
      "page": "cat_to_belongings",
      "title": "Convert categories to membership matrix",
      "topics": [
        "catToBelongings",
        "cat_to_belongings"
      ]
    },
    {
      "page": "circular_window",
      "title": "Circular window",
      "topics": [
        "circular_window"
      ]
    },
    {
      "page": "CMeans",
      "title": "C-means",
      "topics": [
        "CMeans"
      ]
    },
    {
      "page": "GCMeans",
      "title": "Generalized C-means",
      "topics": [
        "GCMeans"
      ]
    },
    {
      "page": "groups_matching",
      "title": "Match the groups obtained from two classifications",
      "topics": [
        "groups_matching"
      ]
    },
    {
      "page": "is.FCMres",
      "title": "is method for FCMres",
      "topics": [
        "is.FCMres"
      ]
    },
    {
      "page": "LyonIris",
      "title": "social and environmental indicators for the Iris of the metropolitan region of Lyon (France)",
      "topics": [
        "LyonIris"
      ]
    },
    {
      "page": "mapClusters",
      "title": "Mapping the clusters",
      "topics": [
        "mapClusters"
      ]
    },
    {
      "page": "plot.FCMres",
      "title": "Plot method for FCMres object",
      "topics": [
        "plot.FCMres"
      ]
    },
    {
      "page": "predict_membership",
      "title": "Predict matrix membership for new observations",
      "topics": [
        "predict_membership"
      ]
    },
    {
      "page": "predict.FCMres",
      "title": "Predict method for FCMres object",
      "topics": [
        "predict.FCMres"
      ]
    },
    {
      "page": "print.FCMres",
      "title": "print method for FCMres",
      "topics": [
        "print.FCMres"
      ]
    },
    {
      "page": "select_parameters",
      "title": "Select parameters for a clustering algorithm",
      "topics": [
        "selectParameters",
        "select_parameters"
      ]
    },
    {
      "page": "select_parameters.mc",
      "title": "Select parameters for clustering algorithm (multicore)",
      "topics": [
        "selectParameters.mc",
        "select_parameters.mc"
      ]
    },
    {
      "page": "SFCMeans",
      "title": "SFCMeans",
      "topics": [
        "SFCMeans"
      ]
    },
    {
      "page": "SGFCMeans",
      "title": "SGFCMeans",
      "topics": [
        "SGFCMeans"
      ]
    },
    {
      "page": "sp_clust_explorer",
      "title": "Classification result explorer",
      "topics": [
        "sp_clust_explorer"
      ]
    },
    {
      "page": "spatialDiag",
      "title": "Spatial diagnostic",
      "topics": [
        "spatialDiag"
      ]
    },
    {
      "page": "spConsistency",
      "title": "Spatial consistency index",
      "topics": [
        "spConsistency"
      ]
    },
    {
      "page": "spiderPlots",
      "title": "Spider chart",
      "topics": [
        "spiderPlots"
      ]
    },
    {
      "page": "standardizer",
      "title": "Standardizing helper",
      "topics": [
        "standardizer"
      ]
    },
    {
      "page": "summarizeClusters",
      "title": "Descriptive statistics by group",
      "topics": [
        "summarizeClusters"
      ]
    },
    {
      "page": "summary.FCMres",
      "title": "Summary method for FCMres",
      "topics": [
        "summary.FCMres"
      ]
    },
    {
      "page": "uncertaintyMap",
      "title": "Uncertainty map",
      "topics": [
        "uncertaintyMap"
      ]
    },
    {
      "page": "undecidedUnits",
      "title": "Undecided observations",
      "topics": [
        "undecidedUnits"
      ]
    },
    {
      "page": "violinPlots",
      "title": "Violin plots",
      "topics": [
        "violinPlots"
      ]
    }
  ],
  "_readme": "https://github.com/cran/geocmeans/raw/HEAD/README.md",
  "_rundeps": [
    "abind",
    "askpass",
    "backports",
    "base64enc",
    "BH",
    "boot",
    "bslib",
    "cachem",
    "callr",
    "checkmate",
    "class",
    "classInt",
    "cli",
    "codetools",
    "colorspace",
    "cols4all",
    "commonmark",
    "cpp11",
    "crosstalk",
    "curl",
    "data.table",
    "DBI",
    "deldir",
    "densEstBayes",
    "desc",
    "digest",
    "distributional",
    "dplyr",
    "e1071",
    "evaluate",
    "farver",
    "fastmap",
    "fclust",
    "fmsb",
    "fontawesome",
    "fs",
    "future",
    "future.apply",
    "generics",
    "geojsonsf",
    "geometries",
    "ggplot2",
    "globals",
    "glue",
    "gridExtra",
    "gtable",
    "highr",
    "htmltools",
    "htmlwidgets",
    "httpuv",
    "httr",
    "inline",
    "isoband",
    "jquerylib",
    "jsonify",
    "jsonlite",
    "KernSmooth",
    "knitr",
    "labeling",
    "later",
    "lattice",
    "lazyeval",
    "leafem",
    "leafgl",
    "leaflegend",
    "leaflet",
    "leaflet.providers",
    "leafsync",
    "lifecycle",
    "listenv",
    "logger",
    "loo",
    "lwgeom",
    "magrittr",
    "maptiles",
    "MASS",
    "Matrix",
    "matrixStats",
    "memoise",
    "mgcv",
    "mime",
    "nlme",
    "numDeriv",
    "openssl",
    "otel",
    "parallelly",
    "pillar",
    "pkgbuild",
    "pkgconfig",
    "plotly",
    "plyr",
    "png",
    "posterior",
    "processx",
    "progressr",
    "promises",
    "proxy",
    "ps",
    "purrr",
    "QuickJSR",
    "R6",
    "rapidjsonr",
    "rappdirs",
    "raster",
    "rbibutils",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "RcppEigen",
    "RcppParallel",
    "Rdpack",
    "reldist",
    "reshape2",
    "rlang",
    "rmarkdown",
    "rstan",
    "rstantools",
    "s2",
    "S7",
    "sass",
    "scales",
    "servr",
    "sf",
    "sfheaders",
    "shiny",
    "sourcetools",
    "sp",
    "spacesXYZ",
    "spData",
    "spdep",
    "StanHeaders",
    "stars",
    "stringdist",
    "stringi",
    "stringr",
    "sys",
    "tensorA",
    "terra",
    "tibble",
    "tidyr",
    "tidyselect",
    "tinytex",
    "tmap",
    "tmaptools",
    "units",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr",
    "wk",
    "xfun",
    "XML",
    "xtable",
    "yaml",
    "yyjsonr"
  ],
  "_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"
    },
    {
      "shlib": "libgomp",
      "package": "libgomp1",
      "source": "gcc",
      "version": "14.2.0-4ubuntu2~24.04.1",
      "name": "openmp",
      "homepage": "http://gcc.gnu.org/",
      "description": "GCC OpenMP (GOMP) support library"
    }
  ],
  "_vignettes": [
    {
      "source": "introduction.Rmd",
      "filename": "introduction.html",
      "title": "Spatial Fuzzy CMean with R",
      "author": "Jeremy Gelb",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Loading the packages and the data",
        "Classical Kmeans",
        "Classical c-means and generalized c-means",
        "Spatial c-means and generalized c-means",
        "Selecting alpha for SFCM",
        "Selecting alpha and beta for SGFCM",
        "Comparing the spatial consistency of FCM, GFCM, SFCM and SGFCM",
        "Interpreting the results of the final classification",
        "Ensuring clustering stability",
        "Advanced example",
        "SFCM with spatial non-local information",
        "Reproductibility",
        "Final words",
        "References"
      ],
      "created": "2021-04-21 06:40:07",
      "modified": "2023-09-12 04:30:31",
      "commits": 5
    }
  ],
  "_score": 3.8543060418010806,
  "_indexed": false,
  "_nocasepkg": "geocmeans",
  "_universes": [
    "cran"
  ],
  "_indexurl": "https://jeremygelb.r-universe.dev/geocmeans",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.3.4",
      "date": "2026-05-02T09:16:19.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "4974db7827297051efc6cc4e3f9353cd971a94ed",
      "fileid": "069155b3c4498b4683db5895df74084d16170231cea5c500bec2f935348ccacc",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/25248525402"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.3.4",
      "date": "2026-06-01T09:51:45.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "4974db7827297051efc6cc4e3f9353cd971a94ed",
      "fileid": "17cb28a059bc0a4cce1a1ca3fb7f765b86b857888b738314e4f131489f570bbc",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26747128829"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.3.4",
      "date": "2026-06-01T09:51:42.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "4974db7827297051efc6cc4e3f9353cd971a94ed",
      "fileid": "8b990c1579eb998f2415bbe914f5037be22584fc0f2d5a3ba322a624e6bf28c9",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26747128829"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.3.4",
      "date": "2026-06-01T09:51:43.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "4974db7827297051efc6cc4e3f9353cd971a94ed",
      "fileid": "1eb37cbbc3e20b951d737b67819c810f69c7a5635291201f88163c3d1cff428b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26747128829"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.3.4",
      "date": "2026-06-01T09:52:03.000Z",
      "arch": "emscripten",
      "commit": "4974db7827297051efc6cc4e3f9353cd971a94ed",
      "fileid": "12c049d70f15bf483972113f225c78eade43177e27b396ecfb93246ff688c1b6",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/26747128829"
    }
  ]
}