{
  "_id": "6ac4ed8cf511ae58c09a32bf",
  "Package": "MixSim",
  "Version": "1.1-8",
  "Date": "2024-07-16",
  "Title": "Simulating Data to Study Performance of Clustering Algorithms",
  "Authors@R": "c(person(\"Volodymyr\", \"Melnykov\", role = \"aut\",\nemail = \"vmelnykov@cba.ua.edu\"),\nperson(\"Wei-Chen\", \"Chen\", role = c(\"aut\", \"cre\"),\nemail = \"wccsnow@gmail.com\"),\nperson(\"Ranjan\", \"Maitra\", role = \"aut\",\nemail = \"maitra@iastate.edu\"),\nperson(\"Robert\", \"Davies\", role = \"ctb\",\ncomment = \"quadratic form probabilities\"),\nperson(\"Stephen\", \"Moshier\", role = \"ctb\",\ncomment = \"eigenvalue calculations\"),\nperson(\"Rouben\", \"Rostamian\", role = \"ctb\",\ncomment = \"memory allocation\"))",
  "LazyLoad": "yes",
  "Description": "The utility of this package is in simulating mixtures of\nGaussian distributions with different levels of overlap between\nmixture components.  Pairwise overlap, defined as a sum of two\nmisclassification probabilities, measures the degree of\ninteraction between components and can be readily employed to\ncontrol the clustering complexity of datasets simulated from\nmixtures. These datasets can then be used for systematic\nperformance investigation of clustering and finite mixture\nmodeling algorithms. Among other capabilities of 'MixSim',\nthere are computing the exact overlap for Gaussian mixtures,\nsimulating Gaussian and non-Gaussian data, simulating outliers\nand noise variables, calculating various measures of agreement\nbetween two partitionings, and constructing parallel\ndistribution plots for the graphical display of finite mixture\nmodels.",
  "License": "GPL (>= 2)",
  "NeedsCompilation": "yes",
  "Maintainer": "Wei-Chen Chen <wccsnow@gmail.com>",
  "Repository": "https://snoweye.r-universe.dev",
  "Date/Publication": "2024-07-17 02:54:53 UTC",
  "RemoteUrl": "https://github.com/snoweye/mixsim",
  "RemoteRef": "HEAD",
  "RemoteSha": "f4bb9f34d868f821ceea8bd7f9f29ef4ed0de66e",
  "Packaged": {
    "Date": "2026-10-06 12:41:31 UTC",
    "User": "root"
  },
  "Author": "Volodymyr Melnykov [aut],\nWei-Chen Chen [aut, cre],\nRanjan Maitra [aut],\nRobert Davies [ctb] (quadratic form probabilities),\nStephen Moshier [ctb] (eigenvalue calculations),\nRouben Rostamian [ctb] (memory allocation)",
  "_user": "snoweye",
  "_type": "src",
  "_file": "MixSim_1.1-8.tar.gz",
  "_fileid": "https://r2.ropensci.org/65e10a1337b54cd2fd8a08044df7ed0a845fc8b084f6fefc109f8d052f9559f9",
  "_filesize": 171117,
  "_sha256": "65e10a1337b54cd2fd8a08044df7ed0a845fc8b084f6fefc109f8d052f9559f9",
  "_expires": "2027-01-14T12:46:02.000Z",
  "_created": "2026-10-06T12:41:31.000Z",
  "_published": "2026-10-06T12:46:04.075Z",
  "_jobs": [
    {
      "job": 112274177067,
      "time": 109,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11414118838"
    },
    {
      "job": 112274176927,
      "time": 93,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11413574176"
    },
    {
      "job": 112274177114,
      "time": 76,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11413579035"
    },
    {
      "job": 112274176926,
      "time": 89,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11413843964"
    },
    {
      "job": 112274176805,
      "time": 80,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11413584031"
    },
    {
      "job": 112274176739,
      "time": 151,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11413564319"
    },
    {
      "job": 112274176850,
      "time": 90,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11414108914"
    },
    {
      "job": 112274176898,
      "time": 207,
      "config": "macos-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11414418940"
    },
    {
      "job": 112273123759,
      "time": 146,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11414463312"
    },
    {
      "job": 112274176862,
      "time": 75,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 112274177079,
      "time": 212,
      "config": "windows-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11413819957"
    },
    {
      "job": 112274176984,
      "time": 110,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11413274384"
    },
    {
      "job": 112274177025,
      "time": 68,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "11414448504"
    },
    {
      "job": 112274176937,
      "time": 220,
      "config": "windows-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11413794360"
    },
    {
      "job": 112274176965,
      "time": 81,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11414058739"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/snoweye/actions/runs/37464789199",
  "_status": "success",
  "_upstream": "https://github.com/snoweye/mixsim",
  "_commit": {
    "id": "f4bb9f34d868f821ceea8bd7f9f29ef4ed0de66e",
    "author": "snoweye <wccsnow@gmail.com>",
    "committer": "snoweye <wccsnow@gmail.com>",
    "message": "Add check for hom == TRUE\n",
    "time": 1721184893
  },
  "_maintainer": {
    "name": "Wei-Chen Chen",
    "email": "wccsnow@gmail.com",
    "login": "snoweye",
    "description": "",
    "uuid": 2565440
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.0.0",
      "role": "Depends"
    },
    {
      "package": "MASS",
      "role": "Depends"
    },
    {
      "package": "mclust",
      "role": "Enhances"
    },
    {
      "package": "cluster",
      "role": "Enhances"
    }
  ],
  "_owner": "snoweye",
  "_selfowned": true,
  "_usedby": 4,
  "_updates": [],
  "_tags": [],
  "_stars": 1,
  "_contributors": [
    {
      "user": "snoweye",
      "count": 20,
      "uuid": 2565440
    }
  ],
  "_userbio": {
    "uuid": 2565440,
    "type": "user",
    "name": "Wei-Chen Chen",
    "followers": 53
  },
  "_downloads": {
    "count": 602,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/MixSim"
  },
  "_mentions": 4,
  "_devurl": "https://github.com/snoweye/mixsim",
  "_searchresults": 115,
  "_topics": [
    "openblas"
  ],
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/MixSim.html"
  ],
  "_homeurl": "https://github.com/snoweye/mixsim",
  "_realowner": "snoweye",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1-01",
      "date": "2009-04-22"
    },
    {
      "version": "0.1-02",
      "date": "2009-04-23"
    },
    {
      "version": "0.1-03",
      "date": "2009-04-26"
    },
    {
      "version": "0.1-04",
      "date": "2009-06-14"
    },
    {
      "version": "1.0-1",
      "date": "2010-12-05"
    },
    {
      "version": "1.0-2",
      "date": "2010-12-08"
    },
    {
      "version": "1.0-3",
      "date": "2012-02-21"
    },
    {
      "version": "1.0-4",
      "date": "2012-03-28"
    },
    {
      "version": "1.0-5",
      "date": "2012-08-16"
    },
    {
      "version": "1.0-7",
      "date": "2012-08-23"
    },
    {
      "version": "1.0-8",
      "date": "2012-11-07"
    },
    {
      "version": "1.0-9",
      "date": "2013-12-10"
    },
    {
      "version": "1.1-1",
      "date": "2015-05-24"
    },
    {
      "version": "1.1-2",
      "date": "2015-10-22"
    },
    {
      "version": "1.1-3",
      "date": "2017-04-29"
    },
    {
      "version": "1.1-4",
      "date": "2021-03-16"
    },
    {
      "version": "1.1-5",
      "date": "2021-11-06"
    },
    {
      "version": "1.1-6",
      "date": "2022-10-24"
    },
    {
      "version": "1.1-7",
      "date": "2023-09-05"
    },
    {
      "version": "1.1-8",
      "date": "2024-07-17"
    }
  ],
  "_exports": [
    "ClassProp",
    "MixGOM",
    "MixSim",
    "overlap",
    "overlapGOM",
    "pdplot",
    "perms",
    "print.MixGOM",
    "print.MixSim",
    "RandIndex",
    "simdataset",
    "summary.MixSim",
    "VarInf"
  ],
  "_help": [
    {
      "page": "00_MixSim-package",
      "title": "Simulation of Gaussian Finite Mixture Models",
      "topics": [
        "MixSim-package"
      ]
    },
    {
      "page": "ClassProp",
      "title": "Classification Proportion",
      "topics": [
        "ClassProp"
      ]
    },
    {
      "page": "MixGOM",
      "title": "Mixture Simulation based on generalized overlap of Maitra",
      "topics": [
        "MixGOM"
      ]
    },
    {
      "page": "MixSim",
      "title": "Mixture Simulation",
      "topics": [
        "MixSim"
      ]
    },
    {
      "page": "overlap",
      "title": "Overlap",
      "topics": [
        "overlap"
      ]
    },
    {
      "page": "overlapGOM",
      "title": "Generalized overlap of Maitra",
      "topics": [
        "overlapGOM"
      ]
    },
    {
      "page": "pdplot",
      "title": "Parallel Distribution Plot",
      "topics": [
        "pdplot"
      ]
    },
    {
      "page": "perms",
      "title": "Permutations",
      "topics": [
        "perms"
      ]
    },
    {
      "page": "print.summary",
      "title": "Functions for Printing or Summarizing Objects",
      "topics": [
        "print.MixGOM",
        "print.MixSim",
        "summary.MixSim"
      ]
    },
    {
      "page": "RandIndex",
      "title": "Rand's Index",
      "topics": [
        "RandIndex"
      ]
    },
    {
      "page": "simdataset",
      "title": "Dataset Simulation",
      "topics": [
        "simdataset"
      ]
    },
    {
      "page": "VarInf",
      "title": "Variation of Information",
      "topics": [
        "VarInf"
      ]
    }
  ],
  "_rundeps": [
    "MASS"
  ],
  "_sysdeps": [
    {
      "shlib": "liblapack",
      "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)"
    }
  ],
  "_score": 4.741939077729199,
  "_indexed": true,
  "_nocasepkg": "mixsim",
  "_universes": [
    "snoweye"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.1-8",
      "date": "2026-10-06T12:43:35.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "f4bb9f34d868f821ceea8bd7f9f29ef4ed0de66e",
      "fileid": "https://r2.ropensci.org/df814bfb41e1ba49a6eca5590b2282186877fd13242db0d6df1c82ad27be134f",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/snoweye/actions/runs/37464789199"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.1-8",
      "date": "2026-10-06T12:43:12.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "f4bb9f34d868f821ceea8bd7f9f29ef4ed0de66e",
      "fileid": "https://r2.ropensci.org/3a65f0e729a9dbd953541672c26ab39e2b46dd1cddf403682aee11e924292b7d",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/snoweye/actions/runs/37464789199"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.1-8",
      "date": "2026-10-06T12:43:04.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "f4bb9f34d868f821ceea8bd7f9f29ef4ed0de66e",
      "fileid": "https://r2.ropensci.org/3cf2a828b202843e6ca29eb6764709531575d554505c5255aa68f9d24ce47fe4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/snoweye/actions/runs/37464789199"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.1-8",
      "date": "2026-10-06T12:43:12.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "f4bb9f34d868f821ceea8bd7f9f29ef4ed0de66e",
      "fileid": "https://r2.ropensci.org/294f28d6f8bfc796b1331196344a30937f3a200d20e8f7d780f9919d502c3455",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/snoweye/actions/runs/37464789199"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.1-8",
      "date": "2026-10-06T12:43:05.000Z",
      "arch": "aarch64",
      "commit": "f4bb9f34d868f821ceea8bd7f9f29ef4ed0de66e",
      "fileid": "https://r2.ropensci.org/c1317587d5dbd142e4b1302de89380c62f185be3b72a92f1de650c35f74fbed1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/snoweye/actions/runs/37464789199"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.1-8",
      "date": "2026-10-06T12:44:05.000Z",
      "arch": "x86_64",
      "commit": "f4bb9f34d868f821ceea8bd7f9f29ef4ed0de66e",
      "fileid": "https://r2.ropensci.org/193f8f9157a69eb2808d4a2e5375bd94df6c1b12e317e2ed9b41ec4fc08781f6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/snoweye/actions/runs/37464789199"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.1-8",
      "date": "2026-10-06T12:43:15.000Z",
      "arch": "aarch64",
      "commit": "f4bb9f34d868f821ceea8bd7f9f29ef4ed0de66e",
      "fileid": "https://r2.ropensci.org/7ef24ca2f10b725bffdf20bbfdfb6e7f5620a9cbe09c7f12a214b14368e053c9",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/snoweye/actions/runs/37464789199"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.1-8",
      "date": "2026-10-06T12:44:56.000Z",
      "arch": "x86_64",
      "commit": "f4bb9f34d868f821ceea8bd7f9f29ef4ed0de66e",
      "fileid": "https://r2.ropensci.org/7ac51e3514042a35b7a7cd8179bb6cf7b354a84c097b4751acf24d28f93978fa",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/snoweye/actions/runs/37464789199"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.1-8",
      "date": "2026-10-06T12:45:03.000Z",
      "arch": "aarch64",
      "commit": "f4bb9f34d868f821ceea8bd7f9f29ef4ed0de66e",
      "fileid": "https://r2.ropensci.org/7a3350e0e02cfc8420158949f6f19f69e9e2ad944f3de6d1a7852a537127001a",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/snoweye/actions/runs/37464789199"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.1-8",
      "date": "2026-10-06T12:42:40.000Z",
      "arch": "x86_64",
      "commit": "f4bb9f34d868f821ceea8bd7f9f29ef4ed0de66e",
      "fileid": "https://r2.ropensci.org/b7ee3fa251a4c06cc1c9a21928f0fe746be3e6a42face7e444bdd10e53ade4fa",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/snoweye/actions/runs/37464789199"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.1-8",
      "date": "2026-10-06T12:42:34.000Z",
      "arch": "x86_64",
      "commit": "f4bb9f34d868f821ceea8bd7f9f29ef4ed0de66e",
      "fileid": "https://r2.ropensci.org/102a2f642a0d731ea76d6d984e673cf9998992ccd27ca29facc5e15107983ceb",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/snoweye/actions/runs/37464789199"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.1-8",
      "date": "2026-10-06T12:45:10.000Z",
      "arch": "aarch64",
      "commit": "f4bb9f34d868f821ceea8bd7f9f29ef4ed0de66e",
      "fileid": "https://r2.ropensci.org/aaf3b2a9848e1bb901932399e95fc8c9890effc4028b565819ee267ac4b3a5f5",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/snoweye/actions/runs/37464789199"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.1-8",
      "date": "2026-10-06T12:42:45.000Z",
      "arch": "x86_64",
      "commit": "f4bb9f34d868f821ceea8bd7f9f29ef4ed0de66e",
      "fileid": "https://r2.ropensci.org/efca6ad064733b235465a27c219ec959299b17f5758dfb5e6c3f52e7f35432a9",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/snoweye/actions/runs/37464789199"
    }
  ]
}