{
  "_id": "6a215e37cd65a98ecbd2fafc",
  "Package": "DirichletRF",
  "Type": "Package",
  "Title": "Dirichlet Random Forest",
  "Version": "0.1.0",
  "Authors@R": "c(\nperson(\"Khaled\", \"Masoumifard\", , \"masoumifardk@yahoo.com\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0003-1921-2145\")),\nperson(\"Stephan\", \"van der Westhuizen\", , \"stephanvdw@sun.ac.za\", role = \"aut\",\ncomment = c(ORCID = \"0000-0001-9469-8427\")),\nperson(\"Sugnet\", \"Lubbe\", , \"slubbe@sun.ac.za\", role = \"aut\",\ncomment = c(ORCID = \"0000-0003-2762-9944\")))",
  "Description": "Implementation of the Dirichlet Random Forest algorithm\nfor compositional response data. Supports maximum likelihood\nestimation ('MLE') and method-of-moments ('MOM') parameter\nestimation for the Dirichlet distribution. Provides two\nprediction strategies; averaging-based predictions (average of\nresponses within terminal nodes) and parameter-based\npredictions (expected value derived from the estimated\nDirichlet parameters within terminal nodes). For more details\nsee Masoumifard, van der Westhuizen, and Gardner-Lubbe (2026,\nISBN:9781032903910).",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.3",
  "Config/testthat/edition": "3",
  "Repository": "https://xaleed.r-universe.dev",
  "Date/Publication": "2026-06-04 09:25:11 UTC",
  "RemoteUrl": "https://github.com/xaleed/dirichletrf",
  "RemoteRef": "HEAD",
  "RemoteSha": "812ce362fb262616c72f85da34ab07d491a371ff",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-06-04 11:04:56 UTC",
    "User": "root"
  },
  "Author": "Khaled Masoumifard [aut, cre] (ORCID:\n<https://orcid.org/0000-0003-1921-2145>),\nStephan van der Westhuizen [aut] (ORCID:\n<https://orcid.org/0000-0001-9469-8427>),\nSugnet Lubbe [aut] (ORCID: <https://orcid.org/0000-0003-2762-9944>)",
  "Maintainer": "Khaled Masoumifard <masoumifardk@yahoo.com>",
  "MD5sum": "b09eca3118f629532813bc668d5a5e3e",
  "_user": "xaleed",
  "_type": "src",
  "_file": "DirichletRF_0.1.0.tar.gz",
  "_fileid": "2ea40092d80b9b90c609e54b2e6304cedab1cadf794da2f693233e7e61b3f75e",
  "_filesize": 154294,
  "_sha256": "2ea40092d80b9b90c609e54b2e6304cedab1cadf794da2f693233e7e61b3f75e",
  "_created": "2026-06-04T11:04:56.000Z",
  "_published": "2026-06-04T11:15:02.989Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79505334575,
      "time": 127,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7409850672"
    },
    {
      "job": 79505334536,
      "time": 110,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7409844941"
    },
    {
      "job": 79505334560,
      "time": 108,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7409844928"
    },
    {
      "job": 79505334595,
      "time": 112,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7409845460"
    },
    {
      "job": 79505334544,
      "time": 133,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7409903398"
    },
    {
      "job": 79505334578,
      "time": 402,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7409951272"
    },
    {
      "job": 79505334531,
      "time": 173,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7409922076"
    },
    {
      "job": 79505334566,
      "time": 382,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7409968090"
    },
    {
      "job": 79504770849,
      "time": 213,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7409810852"
    },
    {
      "job": 79505334612,
      "time": 102,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7409842297"
    },
    {
      "job": 79505334492,
      "time": 91,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7409838237"
    },
    {
      "job": 79505334504,
      "time": 90,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7409838398"
    },
    {
      "job": 79505334489,
      "time": 114,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7409845744"
    }
  ],
  "_buildurl": "https://github.com/r-universe/xaleed/actions/runs/26947712165",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/xaleed/dirichletrf",
  "_commit": {
    "id": "812ce362fb262616c72f85da34ab07d491a371ff",
    "author": "Khaled Masoumifard <masoumifardk@yahoo.com>",
    "committer": "Khaled Masoumifard <masoumifardk@yahoo.com>",
    "message": "update README file.\n",
    "time": 1780565111
  },
  "_maintainer": {
    "name": "Khaled Masoumifard",
    "email": "masoumifardk@yahoo.com",
    "login": "xaleed",
    "description": "",
    "uuid": 52345024,
    "orcid": "0000-0003-1921-2145"
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "version": ">= 1.0.0",
      "role": "Imports"
    },
    {
      "package": "parallel",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "xaleed",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-39",
      "n": 3
    },
    {
      "week": "2025-41",
      "n": 1
    },
    {
      "week": "2025-43",
      "n": 10
    },
    {
      "week": "2025-44",
      "n": 10
    },
    {
      "week": "2025-45",
      "n": 7
    },
    {
      "week": "2025-47",
      "n": 1
    },
    {
      "week": "2026-01",
      "n": 2
    },
    {
      "week": "2026-02",
      "n": 1
    },
    {
      "week": "2026-10",
      "n": 3
    },
    {
      "week": "2026-11",
      "n": 2
    },
    {
      "week": "2026-13",
      "n": 2
    },
    {
      "week": "2026-21",
      "n": 3
    },
    {
      "week": "2026-23",
      "n": 9
    }
  ],
  "_tags": [
    {
      "name": "v0.1.0",
      "date": "2025-10-23"
    }
  ],
  "_stars": 0,
  "_contributors": [
    {
      "user": "xaleed",
      "count": 62,
      "uuid": 52345024
    }
  ],
  "_userbio": {
    "uuid": 52345024,
    "type": "user",
    "name": "Khaled Masoumifard"
  },
  "_downloads": {
    "count": 112,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/DirichletRF"
  },
  "_devurl": "https://github.com/xaleed/dirichletrf",
  "_searchresults": 0,
  "_topics": [
    "cpp",
    "openmp"
  ],
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/DirichletRF.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/xaleed/dirichletrf",
  "_realowner": "xaleed",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2026-03-23"
    }
  ],
  "_exports": [
    "DirichletRF",
    "importance",
    "permutation_importance",
    "predict_weights",
    "sample_conditional"
  ],
  "_help": [
    {
      "page": "DirichletRF-package",
      "title": "DirichletRF: Dirichlet Random Forest for Compositional Data",
      "topics": [
        "DirichletRF-package"
      ]
    },
    {
      "page": "DirichletRF",
      "title": "Build a Dirichlet Random Forest for Compositional Responses",
      "topics": [
        "DirichletRF"
      ]
    },
    {
      "page": "importance.DirichletRF",
      "title": "Feature Importance for a Dirichlet Forest",
      "topics": [
        "importance",
        "importance.DirichletRF"
      ]
    },
    {
      "page": "permutation_importance",
      "title": "Permutation Feature Importance for a Dirichlet Forest",
      "topics": [
        "permutation_importance"
      ]
    },
    {
      "page": "predict_weights",
      "title": "Proximity Weights for New Observations",
      "topics": [
        "predict_weights"
      ]
    },
    {
      "page": "predict.DirichletRF",
      "title": "Predict with a Dirichlet Forest",
      "topics": [
        "predict",
        "predict.DirichletRF"
      ]
    },
    {
      "page": "print.DirichletRF",
      "title": "Custom Print Method for DirichletRF Objects",
      "topics": [
        "print",
        "print.DirichletRF"
      ]
    },
    {
      "page": "sample_conditional",
      "title": "Draw Conditional Samples from a Dirichlet Forest",
      "topics": [
        "sample_conditional"
      ]
    }
  ],
  "_readme": "https://github.com/xaleed/dirichletrf/raw/HEAD/README.md",
  "_rundeps": [
    "Rcpp"
  ],
  "_sysdeps": [
    {
      "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"
    }
  ],
  "_score": 3.8129133566428557,
  "_indexed": true,
  "_nocasepkg": "dirichletrf",
  "_universes": [
    "xaleed"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-06-04T11:07:51.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "812ce362fb262616c72f85da34ab07d491a371ff",
      "fileid": "fe6224b371a460e9a98da6f515490e7fbe33116b135d4af0ff556ed78f2f7d01",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/xaleed/actions/runs/26947712165"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-06-04T11:07:31.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "812ce362fb262616c72f85da34ab07d491a371ff",
      "fileid": "6c9c45fd8e50e9643bf331cfc04f42a43d69e7112a1282bae7e029c4d2d9a8b7",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/xaleed/actions/runs/26947712165"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-06-04T11:07:32.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "812ce362fb262616c72f85da34ab07d491a371ff",
      "fileid": "5f30c148ae65dc94eb29752105bdfd134bf3d30998f3ac5ce5b0b0fbef578259",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/xaleed/actions/runs/26947712165"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.0",
      "date": "2026-06-04T11:07:32.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "812ce362fb262616c72f85da34ab07d491a371ff",
      "fileid": "8b37c4f6e83b407efb1de875beeeb5293bb7bbb62d52bf46e81ac1717a4c94d7",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/xaleed/actions/runs/26947712165"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-06-04T11:10:38.000Z",
      "arch": "aarch64",
      "commit": "812ce362fb262616c72f85da34ab07d491a371ff",
      "fileid": "4eff9485e077d1d2b59eda4a35e9f081c5fce5baa51a4984c8bc316e48f34b24",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/xaleed/actions/runs/26947712165"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-06-04T11:12:20.000Z",
      "arch": "x86_64",
      "commit": "812ce362fb262616c72f85da34ab07d491a371ff",
      "fileid": "3571fa3b015da1ef7c8a956fa2d3c2e1849ac03b11cc466a13f6cee9caf8a446",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/xaleed/actions/runs/26947712165"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-06-04T11:11:26.000Z",
      "arch": "aarch64",
      "commit": "812ce362fb262616c72f85da34ab07d491a371ff",
      "fileid": "daad1dd45e058ebc786cfd27c769819bcbf8dff8a714fd1223bcd49a0b4f84da",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/xaleed/actions/runs/26947712165"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.0",
      "date": "2026-06-04T11:12:51.000Z",
      "arch": "x86_64",
      "commit": "812ce362fb262616c72f85da34ab07d491a371ff",
      "fileid": "7bfc427aeb238237e591f79237b72831322ebe8794e0d9c37bfe1e2364c9d955",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/xaleed/actions/runs/26947712165"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.0",
      "date": "2026-06-04T11:07:33.000Z",
      "arch": "emscripten",
      "commit": "812ce362fb262616c72f85da34ab07d491a371ff",
      "fileid": "dd3e0cf304f754a042fac379abb6f20968f2b699de55d9281f51a0f9648aa6e1",
      "status": "success",
      "buildurl": "https://github.com/r-universe/xaleed/actions/runs/26947712165"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-06-04T11:06:45.000Z",
      "arch": "x86_64",
      "commit": "812ce362fb262616c72f85da34ab07d491a371ff",
      "fileid": "7010e75195a8744283ea845cef1ad89dc3e252c338d71c2adba18b6b54ab8bfa",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/xaleed/actions/runs/26947712165"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-06-04T11:06:45.000Z",
      "arch": "x86_64",
      "commit": "812ce362fb262616c72f85da34ab07d491a371ff",
      "fileid": "1ad51d52418d9722773edf512f4725887e823f2ecd91ae319a18a9b17ca3a538",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/xaleed/actions/runs/26947712165"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.1.0",
      "date": "2026-06-04T11:07:00.000Z",
      "arch": "x86_64",
      "commit": "812ce362fb262616c72f85da34ab07d491a371ff",
      "fileid": "8747f136ff753904fa1ba8a457ab4778a7b3613a85310743ae1fa7c6cd7fbdd1",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/xaleed/actions/runs/26947712165"
    }
  ]
}